Compare commits
82 Commits
prox_07_12
...
17_01_2023
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@@ -2,14 +2,15 @@
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This repository contains resources related to the Bachelor-Thesis
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`Application of Optimization Algorithms for Channel Decoding`
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(The related sofware has it's own [repo](https://git.scc.kit.edu/ba_duo/ba_sw))
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(the related sofware has it's own [repo](https://git.scc.kit.edu/ba_duo/ba_sw))
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## Access compiled documents
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Each document has a corresponding tag, where an already compiled pdf document can be found
|
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(See for example [this](https://git.scc.kit.edu/ba_duo/ba_thesis/-/tree/prox_07_12_22) tag, for one
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of the presentations under `latex/presentations`)
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(See for example
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[this](https://git.scc.kit.edu/ba_duo/ba_thesis/-/tree/prox_07_12_22/latex/presentations/02_12_2022)
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tag, for one of the presentations under `latex/presentations`)
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## Compiling the sources
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2
latex/presentations/13_12_2022/.latexmkrc
Normal file
2
latex/presentations/13_12_2022/.latexmkrc
Normal file
@@ -0,0 +1,2 @@
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$pdflatex="pdflatex -interaction=nonstopmode %O %S";
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$out_dir = 'build';
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2
latex/presentations/13_12_2022/build.sh
Executable file
2
latex/presentations/13_12_2022/build.sh
Executable file
@@ -0,0 +1,2 @@
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mkdir -p build/build
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latexmk -pdf
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401
latex/presentations/13_12_2022/presentation.tex
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401
latex/presentations/13_12_2022/presentation.tex
Normal file
@@ -0,0 +1,401 @@
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\documentclass[10pt, aspectratio=169]{beamer}
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\usepackage[utf8]{inputenc}
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\usepackage[T1]{fontenc}
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% \usepackage[ngerman]{babel}
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%\usepackage{amsmath}
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\usepackage{float}
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\usepackage{tikz}
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\usepackage{pgfplots}
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\pgfplotsset{compat=newest}
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\usepackage{subcaption}
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\usepackage{listings}
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\usepackage{graphicx}
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\usepackage{xcolor}
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\usepgfplotslibrary{colorbrewer}
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\usepgfplotslibrary{external}
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\tikzexternalize[prefix=build/]
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\newcommand{\templates}{../lib}
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% packages to be included
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\input{\templates/packages.tex}
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% modifications to stick to new KIT style
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\input{\templates/modifications.tex}
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% marcos used throughout the slides
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\input{\templates/makros_own.tex}
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\title{BA Besprechung - 13.12.2022}
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\author{Andreas Tsouchlos}
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\institute{Karlsruhe Institute of Technology (KIT), \\ Communications Engineering Lab (CEL) }
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\pgfplotsset{
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discard if/.style 2 args={
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||||
x filter/.code={
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||||
\edef\tempa{\thisrow{#1}}
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||||
\edef\tempb{#2}
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||||
\ifx\tempa\tempb
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||||
\def\pgfmathresult{inf}
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||||
\fi
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||||
}
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||||
},
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||||
discard if not/.style 2 args={
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||||
x filter/.code={
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\edef\tempa{\thisrow{#1}}
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||||
\edef\tempb{#2}
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\ifx\tempa\tempb
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\else
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\def\pgfmathresult{inf}
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\fi
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}
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}
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||||
}
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||||
|
||||
|
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\begin{document}
|
||||
|
||||
\begin{frame}[plain]
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||||
\maketitle
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\end{frame}
|
||||
|
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\begin{frame}[t]
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||||
\frametitle{Average Error vs. Mean Square Error}
|
||||
|
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\begin{figure}[H]
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\begin{subfigure}[c]{0.5\textwidth}
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\centering
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\includegraphics[width=0.5\textwidth]{res/screenshot_cpp_avg_err}
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\vspace{2mm}
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\includegraphics[width=1\textwidth]{res/screenshot_eigen_squaredNorm}
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\caption{Average error as used by me}
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\label{fig:avg_error_me}
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||||
\end{subfigure}%
|
||||
\begin{subfigure}[c]{0.5\textwidth}
|
||||
\centering
|
||||
|
||||
\includegraphics[width=0.45\textwidth]{res/screenshot_paper_avg_err}
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|
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\vspace{2mm}
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|
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\includegraphics[width=0.35\textwidth]{res/screenshot_paper_norm_def}
|
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\caption{Average error as defined in the paper}
|
||||
\label{fig:avg_error_paper}
|
||||
\end{subfigure}%
|
||||
\end{figure}
|
||||
\end{frame}
|
||||
|
||||
\begin{frame}[t]
|
||||
\frametitle{$s$ and $r$ for each iteration - successful decoding}
|
||||
|
||||
\begin{figure}[H]
|
||||
\centering
|
||||
|
||||
\begin{subfigure}{0.32\textwidth}
|
||||
\centering
|
||||
|
||||
\begin{tikzpicture}[scale = 0.55]
|
||||
\begin{axis}[
|
||||
grid=both,
|
||||
xlabel={k},
|
||||
width=8cm,
|
||||
height=3cm,
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||||
scale only axis,
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||||
]
|
||||
\addplot +[mark=none, line width=0.7pt] table [col sep=comma, x=k, y=comb_r_s_0] {res/comp_bch_7_4_combined_success_no_parity.csv};
|
||||
\addplot +[mark=none] table [col sep=comma, x=k, y=grad_L_0] {res/comp_bch_7_4_combined_success_no_parity.csv};
|
||||
\addplot +[mark=none] table [col sep=comma, x=k, y=grad_h_0] {res/comp_bch_7_4_combined_success_no_parity.csv};
|
||||
\addlegendentry{est}
|
||||
\addlegendentry{$\nabla L$}
|
||||
\addlegendentry{$\nabla h$}
|
||||
\end{axis}
|
||||
\end{tikzpicture}
|
||||
\end{subfigure}%
|
||||
\begin{subfigure}{0.32\textwidth}
|
||||
\centering
|
||||
|
||||
\begin{tikzpicture}[scale = 0.55]
|
||||
\begin{axis}[
|
||||
grid=both,
|
||||
xlabel={k},
|
||||
width=8cm,
|
||||
height=3cm,
|
||||
scale only axis,
|
||||
]
|
||||
\addplot +[mark=none, line width=0.7pt] table [col sep=comma, x=k, y=comb_r_s_1] {res/comp_bch_7_4_combined_success_no_parity.csv};
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||||
\addplot +[mark=none] table [col sep=comma, x=k, y=grad_L_1] {res/comp_bch_7_4_combined_success_no_parity.csv};
|
||||
\addplot +[mark=none] table [col sep=comma, x=k, y=grad_h_1] {res/comp_bch_7_4_combined_success_no_parity.csv};
|
||||
\addlegendentry{est}
|
||||
\addlegendentry{$\nabla L$}
|
||||
\addlegendentry{$\nabla h$}
|
||||
\end{axis}
|
||||
\end{tikzpicture}
|
||||
\end{subfigure}%
|
||||
\begin{subfigure}{0.32\textwidth}
|
||||
\centering
|
||||
|
||||
\begin{tikzpicture}[scale = 0.55]
|
||||
\begin{axis}[
|
||||
grid=both,
|
||||
xlabel={k},
|
||||
width=8cm,
|
||||
height=3cm,
|
||||
scale only axis,
|
||||
]
|
||||
\addplot +[mark=none, line width=0.7pt] table [col sep=comma, x=k, y=comb_r_s_2] {res/comp_bch_7_4_combined_success_no_parity.csv};
|
||||
\addplot +[mark=none] table [col sep=comma, x=k, y=grad_L_2] {res/comp_bch_7_4_combined_success_no_parity.csv};
|
||||
\addplot +[mark=none] table [col sep=comma, x=k, y=grad_h_2] {res/comp_bch_7_4_combined_success_no_parity.csv};
|
||||
\addlegendentry{est}
|
||||
\addlegendentry{$\nabla L$}
|
||||
\addlegendentry{$\nabla h$}
|
||||
\end{axis}
|
||||
\end{tikzpicture}
|
||||
\end{subfigure}%
|
||||
|
||||
\begin{subfigure}{0.32\textwidth}
|
||||
\centering
|
||||
|
||||
\begin{tikzpicture}[scale = 0.55]
|
||||
\begin{axis}[
|
||||
grid=both,
|
||||
xlabel={k},
|
||||
width=8cm,
|
||||
height=3cm,
|
||||
scale only axis,
|
||||
]
|
||||
\addplot +[mark=none, line width=0.7pt] table [col sep=comma, x=k, y=comb_r_s_3] {res/comp_bch_7_4_combined_success_no_parity.csv};
|
||||
\addplot +[mark=none] table [col sep=comma, x=k, y=grad_L_3] {res/comp_bch_7_4_combined_success_no_parity.csv};
|
||||
\addplot +[mark=none] table [col sep=comma, x=k, y=grad_h_3] {res/comp_bch_7_4_combined_success_no_parity.csv};
|
||||
\addlegendentry{est}
|
||||
\addlegendentry{$\nabla L$}
|
||||
\addlegendentry{$\nabla h$}
|
||||
\end{axis}
|
||||
\end{tikzpicture}
|
||||
\end{subfigure}%
|
||||
\begin{subfigure}{0.32\textwidth}
|
||||
\centering
|
||||
|
||||
\begin{tikzpicture}[scale = 0.55]
|
||||
\begin{axis}[
|
||||
grid=both,
|
||||
xlabel={k},
|
||||
width=8cm,
|
||||
height=3cm,
|
||||
scale only axis,
|
||||
]
|
||||
\addplot +[mark=none, line width=0.7pt] table [col sep=comma, x=k, y=comb_r_s_4] {res/comp_bch_7_4_combined_success_no_parity.csv};
|
||||
\addplot +[mark=none] table [col sep=comma, x=k, y=grad_L_4] {res/comp_bch_7_4_combined_success_no_parity.csv};
|
||||
\addplot +[mark=none] table [col sep=comma, x=k, y=grad_h_4] {res/comp_bch_7_4_combined_success_no_parity.csv};
|
||||
\addlegendentry{est}
|
||||
\addlegendentry{$\nabla L$}
|
||||
\addlegendentry{$\nabla h$}
|
||||
\end{axis}
|
||||
\end{tikzpicture}
|
||||
\end{subfigure}%
|
||||
\begin{subfigure}{0.32\textwidth}
|
||||
\centering
|
||||
|
||||
\begin{tikzpicture}[scale = 0.55]
|
||||
\begin{axis}[
|
||||
grid=both,
|
||||
xlabel={k},
|
||||
width=8cm,
|
||||
height=3cm,
|
||||
scale only axis,
|
||||
]
|
||||
\addplot +[mark=none, line width=0.7pt] table [col sep=comma, x=k, y=comb_r_s_5] {res/comp_bch_7_4_combined_success_no_parity.csv};
|
||||
\addplot +[mark=none] table [col sep=comma, x=k, y=grad_L_5] {res/comp_bch_7_4_combined_success_no_parity.csv};
|
||||
\addplot +[mark=none] table [col sep=comma, x=k, y=grad_h_5] {res/comp_bch_7_4_combined_success_no_parity.csv};
|
||||
\addlegendentry{est}
|
||||
\addlegendentry{$\nabla L$}
|
||||
\addlegendentry{$\nabla h$}
|
||||
\end{axis}
|
||||
\end{tikzpicture}
|
||||
\end{subfigure}%
|
||||
|
||||
\begin{subfigure}{0.32\textwidth}
|
||||
\centering
|
||||
|
||||
\begin{tikzpicture}[scale = 0.55]
|
||||
\begin{axis}[
|
||||
grid=both,
|
||||
xlabel={k},
|
||||
width=8cm,
|
||||
height=3cm,
|
||||
scale only axis,
|
||||
]
|
||||
\addplot +[mark=none, line width=0.7pt] table [col sep=comma, x=k, y=comb_r_s_6] {res/comp_bch_7_4_combined_success_no_parity.csv};
|
||||
\addplot +[mark=none] table [col sep=comma, x=k, y=grad_L_6] {res/comp_bch_7_4_combined_success_no_parity.csv};
|
||||
\addplot +[mark=none] table [col sep=comma, x=k, y=grad_h_6] {res/comp_bch_7_4_combined_success_no_parity.csv};
|
||||
\addlegendentry{est}
|
||||
\addlegendentry{$\nabla L$}
|
||||
\addlegendentry{$\nabla h$}
|
||||
\end{axis}
|
||||
\end{tikzpicture}
|
||||
\end{subfigure}%
|
||||
\end{figure}
|
||||
\end{frame}
|
||||
|
||||
|
||||
|
||||
\begin{frame}[t]
|
||||
\frametitle{$s$ and $r$ for each iteration - frame error}
|
||||
|
||||
\begin{figure}[H]
|
||||
\centering
|
||||
|
||||
\begin{subfigure}{0.32\textwidth}
|
||||
\centering
|
||||
|
||||
\begin{tikzpicture}[scale = 0.55]
|
||||
\begin{axis}[
|
||||
grid=both,
|
||||
xlabel={k},
|
||||
width=8cm,
|
||||
height=3cm,
|
||||
scale only axis,
|
||||
]
|
||||
\addplot +[mark=none, line width=0.7pt] table [col sep=comma, x=k, y=comb_r_s_0] {res/comp_bch_7_4_combined_no_success_no_parity.csv};
|
||||
\addplot +[mark=none] table [col sep=comma, y=grad_L_0] {res/comp_bch_7_4_combined_no_success_no_parity.csv};
|
||||
\addplot +[mark=none] table [col sep=comma, x=k, y=grad_h_0] {res/comp_bch_7_4_combined_no_success_no_parity.csv};
|
||||
\addlegendentry{est}
|
||||
\addlegendentry{$\nabla L$}
|
||||
\addlegendentry{$\nabla h$}
|
||||
\end{axis}
|
||||
\end{tikzpicture}
|
||||
\end{subfigure}%
|
||||
\begin{subfigure}{0.32\textwidth}
|
||||
\centering
|
||||
|
||||
\begin{tikzpicture}[scale = 0.55]
|
||||
\begin{axis}[
|
||||
grid=both,
|
||||
xlabel={k},
|
||||
width=8cm,
|
||||
height=3cm,
|
||||
scale only axis,
|
||||
]
|
||||
\addplot +[mark=none, line width=0.7pt] table [col sep=comma, x=k, y=comb_r_s_1] {res/comp_bch_7_4_combined_no_success_no_parity.csv};
|
||||
\addplot +[mark=none] table [col sep=comma, x=k, y=grad_L_1] {res/comp_bch_7_4_combined_no_success_no_parity.csv};
|
||||
\addplot +[mark=none] table [col sep=comma, x=k, y=grad_h_1] {res/comp_bch_7_4_combined_no_success_no_parity.csv};
|
||||
\addlegendentry{est}
|
||||
\addlegendentry{$\nabla L$}
|
||||
\addlegendentry{$\nabla h$}
|
||||
\end{axis}
|
||||
\end{tikzpicture}
|
||||
\end{subfigure}%
|
||||
\begin{subfigure}{0.32\textwidth}
|
||||
\centering
|
||||
|
||||
\begin{tikzpicture}[scale = 0.55]
|
||||
\begin{axis}[
|
||||
grid=both,
|
||||
xlabel={k},
|
||||
width=8cm,
|
||||
height=3cm,
|
||||
scale only axis,
|
||||
]
|
||||
\addplot +[mark=none, line width=0.7pt] table [col sep=comma, x=k, y=comb_r_s_2] {res/comp_bch_7_4_combined_no_success_no_parity.csv};
|
||||
\addplot +[mark=none] table [col sep=comma, x=k, y=grad_L_2] {res/comp_bch_7_4_combined_no_success_no_parity.csv};
|
||||
\addplot +[mark=none] table [col sep=comma, x=k, y=grad_h_2] {res/comp_bch_7_4_combined_no_success_no_parity.csv};
|
||||
\addlegendentry{est}
|
||||
\addlegendentry{$\nabla L$}
|
||||
\addlegendentry{$\nabla h$}
|
||||
\end{axis}
|
||||
\end{tikzpicture}
|
||||
\end{subfigure}%
|
||||
|
||||
\begin{subfigure}{0.32\textwidth}
|
||||
\centering
|
||||
|
||||
\begin{tikzpicture}[scale = 0.55]
|
||||
\begin{axis}[
|
||||
grid=both,
|
||||
xlabel={k},
|
||||
width=8cm,
|
||||
height=3cm,
|
||||
scale only axis,
|
||||
]
|
||||
\addplot +[mark=none, line width=0.7pt] table [col sep=comma, x=k, y=comb_r_s_3] {res/comp_bch_7_4_combined_no_success_no_parity.csv};
|
||||
\addplot +[mark=none] table [col sep=comma, x=k, y=grad_L_3] {res/comp_bch_7_4_combined_no_success_no_parity.csv};
|
||||
\addplot +[mark=none] table [col sep=comma, x=k, y=grad_h_3] {res/comp_bch_7_4_combined_no_success_no_parity.csv};
|
||||
\addlegendentry{est}
|
||||
\addlegendentry{$\nabla L$}
|
||||
\addlegendentry{$\nabla h$}
|
||||
\end{axis}
|
||||
\end{tikzpicture}
|
||||
\end{subfigure}%
|
||||
\begin{subfigure}{0.32\textwidth}
|
||||
\centering
|
||||
|
||||
\begin{tikzpicture}[scale = 0.55]
|
||||
\begin{axis}[
|
||||
grid=both,
|
||||
xlabel={k},
|
||||
width=8cm,
|
||||
height=3cm,
|
||||
scale only axis,
|
||||
]
|
||||
\addplot +[mark=none, line width=0.7pt] table [col sep=comma, x=k, y=comb_r_s_4] {res/comp_bch_7_4_combined_no_success_no_parity.csv};
|
||||
\addplot +[mark=none] table [col sep=comma, x=k, y=grad_L_4] {res/comp_bch_7_4_combined_no_success_no_parity.csv};
|
||||
\addplot +[mark=none] table [col sep=comma, x=k, y=grad_h_4] {res/comp_bch_7_4_combined_no_success_no_parity.csv};
|
||||
\addlegendentry{est}
|
||||
\addlegendentry{$\nabla L$}
|
||||
\addlegendentry{$\nabla h$}
|
||||
\end{axis}
|
||||
\end{tikzpicture}
|
||||
\end{subfigure}%
|
||||
\begin{subfigure}{0.32\textwidth}
|
||||
\centering
|
||||
|
||||
\begin{tikzpicture}[scale = 0.55]
|
||||
\begin{axis}[
|
||||
grid=both,
|
||||
xlabel={k},
|
||||
width=8cm,
|
||||
height=3cm,
|
||||
scale only axis,
|
||||
]
|
||||
\addplot +[mark=none, line width=0.7pt] table [col sep=comma, x=k, y=comb_r_s_5] {res/comp_bch_7_4_combined_no_success_no_parity.csv};
|
||||
\addplot +[mark=none] table [col sep=comma, x=k, y=grad_L_5] {res/comp_bch_7_4_combined_no_success_no_parity.csv};
|
||||
\addplot +[mark=none] table [col sep=comma, x=k, y=grad_h_5] {res/comp_bch_7_4_combined_no_success_no_parity.csv};
|
||||
\addlegendentry{est}
|
||||
\addlegendentry{$\nabla L$}
|
||||
\addlegendentry{$\nabla h$}
|
||||
\end{axis}
|
||||
\end{tikzpicture}
|
||||
\end{subfigure}%
|
||||
|
||||
\begin{subfigure}{0.32\textwidth}
|
||||
\centering
|
||||
|
||||
\begin{tikzpicture}[scale = 0.55]
|
||||
\begin{axis}[
|
||||
grid=both,
|
||||
xlabel={k},
|
||||
width=8cm,
|
||||
height=3cm,
|
||||
scale only axis,
|
||||
]
|
||||
\addplot +[mark=none, line width=0.7pt] table [col sep=comma, x=k, y=comb_r_s_6] {res/comp_bch_7_4_combined_no_success_no_parity.csv};
|
||||
\addplot +[mark=none] table [col sep=comma, x=k, y=grad_L_6] {res/comp_bch_7_4_combined_no_success_no_parity.csv};
|
||||
\addplot +[mark=none] table [col sep=comma, x=k, y=grad_h_6] {res/comp_bch_7_4_combined_no_success_no_parity.csv};
|
||||
\addlegendentry{est}
|
||||
\addlegendentry{$\nabla L$}
|
||||
\addlegendentry{$\nabla h$}
|
||||
\end{axis}
|
||||
\end{tikzpicture}
|
||||
\end{subfigure}%
|
||||
\end{figure}
|
||||
\end{frame}
|
||||
|
||||
\end{document}
|
||||
@@ -0,0 +1,201 @@
|
||||
k,comb_r_s_0,comb_r_s_1,comb_r_s_2,comb_r_s_3,comb_r_s_4,comb_r_s_5,comb_r_s_6,grad_L_0,grad_L_1,grad_L_2,grad_L_3,grad_L_4,grad_L_5,grad_L_6,grad_h_0,grad_h_1,grad_h_2,grad_h_3,grad_h_4,grad_h_5,grad_h_6
|
||||
0,0.03977217876514211,0.06764427834808534,-0.0738706109737206,0.016851142036887957,0.057901077845122065,0.034109540316366344,0.11121429692740548,-0.6630607230313613,-1.1279705007886571,1.2319934524207796,-0.28089695052143526,-0.9654031486978571,-0.5685051836608301,-1.8562365670982226,-0.13238285227148086,-0.22491506617304965,0.24541876705363225,-0.05612589021632386,-0.1926184082045841,-0.11368562266649669,-0.36804937144988664
|
||||
0,0.03315303615156807,0.05639852503943286,-0.061599672621038985,0.014044847526071763,0.04827015743489286,0.028425259183041507,0.09281182835491114,-0.6630607230313613,-1.1279705007886571,1.2319934524207796,-0.28089695052143526,-0.9654031486978571,-0.5685051836608301,-1.8562365670982226,-0.13238285227148086,-0.22491506617304965,0.24541876705363225,-0.05612589021632386,-0.1926184082045841,-0.11368562266649669,-0.36804937144988664
|
||||
1,0.08501157486051272,0.14446021316511248,-0.15765238998195086,0.036037806067358825,0.12370503229086902,0.07298755111645633,0.23659501950442957,-0.6232885442662193,-1.0603262224405718,1.158122841447059,-0.2640458084845473,-0.907502070852735,-0.5343956433444638,-1.7450222701708171,-0.28149937764119304,-0.47599247389997124,0.5175127387175457,-0.11968747212486998,-0.4085770180622039,-0.243164572657336,-0.7625921813696646
|
||||
1,0.07093660597845307,0.12066058947011393,-0.13177675304607356,0.030053432461115324,0.10327618138775882,0.060829322483589535,0.19846541043594634,-0.6232885442662193,-1.0603262224405718,1.158122841447059,-0.2640458084845473,-0.907502070852735,-0.5343956433444638,-1.7450222701708171,-0.28149937764119304,-0.47599247389997124,0.5175127387175457,-0.11968747212486998,-0.4085770180622039,-0.243164572657336,-0.7625921813696646
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||||
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||||
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||||
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||||
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||||
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@@ -0,0 +1,201 @@
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||||
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|
||||
99,0.9822763465067853,0.9985495826151654,1.0251173633568895,1.002873068119791,1.00112354528431,0.9942216881733443,1.0321231845085854,0.3710008302273756,0.27718017735312295,-0.21113323947560692,0.32131000128450893,0.3440250368836013,0.3315208298664687,-0.4351855566430478,-0.3710008302273758,-0.2771801773531218,0.2111332394756062,-0.32131000128450754,-0.34402503688359987,-0.3315208298664689,0.4351855566430508
|
||||
99,0.9637263049954166,0.9846905737475092,1.0356740253306698,0.9868075680555656,0.9839222934401298,0.9776456466800209,1.053882462340738,0.3710008302273756,0.27718017735312295,-0.21113323947560692,0.32131000128450893,0.3440250368836013,0.3315208298664687,-0.4351855566430478,-0.3710008302273758,-0.2771801773531218,0.2111332394756062,-0.32131000128450754,-0.34402503688359987,-0.3315208298664689,0.4351855566430508
|
||||
|
BIN
latex/presentations/13_12_2022/res/screenshot_cpp_avg_err.png
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latex/presentations/17_01_2023/.latexmkrc
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latex/presentations/17_01_2023/.latexmkrc
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|
||||
$pdflatex="pdflatex -interaction=nonstopmode %O %S";
|
||||
$out_dir = 'build';
|
||||
2
latex/presentations/17_01_2023/build.sh
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latex/presentations/17_01_2023/build.sh
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|
||||
mkdir -p build/build
|
||||
latexmk -pdf
|
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latex/presentations/17_01_2023/presentation.tex
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latex/presentations/17_01_2023/presentation.tex
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|
||||
\documentclass[10pt, aspectratio=169]{beamer}
|
||||
|
||||
\usepackage[utf8]{inputenc}
|
||||
\usepackage[T1]{fontenc}
|
||||
% \usepackage[ngerman]{babel}
|
||||
%\usepackage{amsmath}
|
||||
\usepackage{float}
|
||||
\usepackage{tikz}
|
||||
\usepackage{pgfplots}
|
||||
\pgfplotsset{compat=newest}
|
||||
\usepackage{subcaption}
|
||||
\usepackage{listings}
|
||||
\usepackage{graphicx}
|
||||
\usepackage{xcolor}
|
||||
\usepgfplotslibrary{colorbrewer}
|
||||
\usepgfplotslibrary{external}
|
||||
%\tikzexternalize[prefix=build/]
|
||||
|
||||
|
||||
\newcommand{\templates}{../lib}
|
||||
|
||||
% packages to be included
|
||||
\input{\templates/packages.tex}
|
||||
|
||||
% modifications to stick to new KIT style
|
||||
\input{\templates/modifications.tex}
|
||||
|
||||
% marcos used throughout the slides
|
||||
\input{\templates/makros_own.tex}
|
||||
|
||||
|
||||
\title{BA Besprechung - 17.12.2022}
|
||||
\author{Andreas Tsouchlos}
|
||||
|
||||
\institute{Karlsruhe Institute of Technology (KIT), \\ Communications Engineering Lab (CEL) }
|
||||
|
||||
|
||||
\pgfplotsset{
|
||||
discard if/.style 2 args={
|
||||
x filter/.code={
|
||||
\edef\tempa{\thisrow{#1}}
|
||||
\edef\tempb{#2}
|
||||
\ifx\tempa\tempb
|
||||
\def\pgfmathresult{inf}
|
||||
\fi
|
||||
}
|
||||
},
|
||||
discard if not/.style 2 args={
|
||||
x filter/.code={
|
||||
\edef\tempa{\thisrow{#1}}
|
||||
\edef\tempb{#2}
|
||||
\ifx\tempa\tempb
|
||||
\else
|
||||
\def\pgfmathresult{inf}
|
||||
\fi
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
\begin{document}
|
||||
\begin{frame}[plain]
|
||||
\maketitle
|
||||
\end{frame}
|
||||
|
||||
\begin{frame}[t]
|
||||
\frametitle{Convergance behaviour ($n=204, k=102$)}
|
||||
|
||||
\begin{figure}[H]
|
||||
\centering
|
||||
\includegraphics[width=0.6\textwidth, trim=2cm 2cm 2cm 2cm,clip]{res/extreme_components}
|
||||
\caption{Components with lowest $Var\left\{ \nabla h \right\} $}
|
||||
\end{figure}
|
||||
\end{frame}
|
||||
|
||||
\begin{frame}[t]
|
||||
\frametitle{Convergance behaviour ($n=204, k=102$)}
|
||||
|
||||
\begin{figure}[H]
|
||||
\centering
|
||||
\includegraphics[width=0.45\textwidth]{res/variances_correlation}
|
||||
\caption{Correlation between estimate variance and correctness}
|
||||
\end{figure}
|
||||
\end{frame}
|
||||
|
||||
\begin{frame}[t]
|
||||
\frametitle{Proximal vs. Hybrid Proximal ML Approach}
|
||||
|
||||
\begin{figure}[H]
|
||||
\centering
|
||||
|
||||
\begin{tikzpicture}[scale=0.55]
|
||||
\begin{axis}[
|
||||
grid=both,
|
||||
xlabel={SNR}, ylabel={BER},
|
||||
ymode=log,
|
||||
xtick={1, 2, ..., 8},
|
||||
xmin=0, xmax=8,
|
||||
ymin=1e-7, ymax=0,
|
||||
]
|
||||
\addplot table [col sep=comma, x=SNR, y=BER, discard if not={gamma}{0.05}] {res/2d_ber_fer_dfr_20433484_proximal.csv};
|
||||
\addlegendentry{proximal}
|
||||
\addplot table [col sep=comma, x=SNR, y=BER, discard if not={gamma}{0.05}] {res/2d_ber_fer_dfr_20433484_hybrid.csv};
|
||||
\addlegendentry{hybrid}
|
||||
\end{axis}
|
||||
\end{tikzpicture}
|
||||
\begin{tikzpicture}[scale=0.55]
|
||||
\begin{axis}[
|
||||
grid=both,
|
||||
xlabel={SNR}, ylabel={FER},
|
||||
ymode=log,
|
||||
xtick={1, 2, ..., 8},
|
||||
xmin=0, xmax=8,
|
||||
ymin=1e-7, ymax=0,
|
||||
]
|
||||
\addplot table [col sep=comma, x=SNR, y=FER, discard if not={gamma}{0.05}] {res/2d_ber_fer_dfr_20433484_proximal.csv};
|
||||
\addlegendentry{proximal}
|
||||
\addplot table [col sep=comma, x=SNR, y=FER, discard if not={gamma}{0.05}] {res/2d_ber_fer_dfr_20433484_hybrid.csv};
|
||||
\addlegendentry{hybrid}
|
||||
\end{axis}
|
||||
\end{tikzpicture}
|
||||
\begin{tikzpicture}[scale=0.55]
|
||||
\begin{axis}[
|
||||
grid=both,
|
||||
xlabel={SNR}, ylabel={DFR},
|
||||
xmin=0, xmax=8,
|
||||
ymode=log,
|
||||
xtick={1, 2, ..., 8},
|
||||
ymin=1e-7, ymax=0,
|
||||
]
|
||||
\addplot table [col sep=comma, x=SNR, y=DFR, discard if not={gamma}{0.05}] {res/2d_ber_fer_dfr_20433484_proximal.csv};
|
||||
\addlegendentry{proximal}
|
||||
\addplot table [col sep=comma, x=SNR, y=DFR, discard if not={gamma}{0.05}] {res/2d_ber_fer_dfr_20433484_hybrid.csv};
|
||||
\addlegendentry{hybrid}
|
||||
\end{axis}
|
||||
\end{tikzpicture}
|
||||
|
||||
\caption{$\gamma=0.05, \omega=0.05, K=100$}
|
||||
\label{fig:}
|
||||
\end{figure}
|
||||
|
||||
|
||||
\end{frame}
|
||||
|
||||
\end{document}
|
||||
@@ -0,0 +1,43 @@
|
||||
SNR,gamma,BER,FER,DFR,num_iterations
|
||||
1.0,0.01,0.08857503397398564,1.0,0.5,101.0
|
||||
1.5,0.01,0.07048353321911288,0.9805825242718447,0.4950980392156863,103.0
|
||||
2.0,0.01,0.05350140056022409,0.9619047619047619,0.49029126213592233,105.0
|
||||
2.5,0.01,0.03744921391980215,0.9099099099099099,0.47641509433962265,111.0
|
||||
3.0,0.01,0.025939542483660132,0.8416666666666667,0.45701357466063347,120.0
|
||||
3.5,0.01,0.014778503994190268,0.7481481481481481,0.4279661016949153,135.0
|
||||
4.0,0.01,0.00835057641146911,0.507537688442211,0.33666666666666667,199.0
|
||||
4.5,0.01,0.004282382097820541,0.3754646840148699,0.27297297297297296,269.0
|
||||
5.0,0.01,0.0015746260263187492,0.1931166347992352,0.16185897435897437,523.0
|
||||
5.5,0.01,0.00065359477124183,0.08523206751054853,0.07853810264385692,1185.0
|
||||
6.0,0.01,0.0003127631420666426,0.04130879345603272,0.0396700706991359,2445.0
|
||||
6.5,0.01,0.00011029974518507847,0.015459972447573855,0.015224600542659028,6533.0
|
||||
7.0,0.01,2.7036508518478465e-05,0.00452894489036366,0.004508526024462101,22301.0
|
||||
7.5,0.01,8.101366552599426e-06,0.0014514830995631179,0.001449379349931836,69584.0
|
||||
1.0,0.05,0.0871559633027523,0.926605504587156,0.48095238095238096,109.0
|
||||
1.5,0.05,0.06592721834496511,0.8559322033898306,0.4611872146118721,118.0
|
||||
2.0,0.05,0.04344614558152028,0.6917808219178082,0.4089068825910931,146.0
|
||||
2.5,0.05,0.023415412676698586,0.4697674418604651,0.31962025316455694,215.0
|
||||
3.0,0.05,0.010770665574814613,0.23433874709976799,0.18984962406015038,431.0
|
||||
3.5,0.05,0.0049633888643176565,0.12656641604010024,0.11234705228031146,798.0
|
||||
4.0,0.05,0.00151358011559054,0.045660036166365284,0.043666234327712924,2212.0
|
||||
4.5,0.05,0.0003522100063308634,0.011482492041837199,0.011352141171181298,8796.0
|
||||
5.0,0.05,8.711464887548632e-05,0.0030893463432539077,0.003079831676526194,32693.0
|
||||
5.5,0.05,1.669054519578649e-05,0.0005991149707560712,0.000598756246924705,168582.0
|
||||
6.0,0.05,3.872549019607843e-06,0.00014,0.00013998040274361588,500000.0
|
||||
6.5,0.05,8.137254901960785e-07,3.4e-05,3.3998844039302665e-05,500000.0
|
||||
7.0,0.05,9.80392156862745e-08,4e-06,3.9999840000639995e-06,500000.0
|
||||
7.5,0.05,0.0,0.0,0.0,500000.0
|
||||
1.0,0.15,0.36318190642593673,1.0,0.5,101.0
|
||||
1.5,0.15,0.35721219180741604,1.0,0.5,101.0
|
||||
2.0,0.15,0.3584740827023879,1.0,0.5,101.0
|
||||
2.5,0.15,0.3616288099398175,1.0,0.5,101.0
|
||||
3.0,0.15,0.34989529792499524,0.9805825242718447,0.4950980392156863,103.0
|
||||
3.5,0.15,0.34784884827717494,0.9805825242718447,0.4950980392156863,103.0
|
||||
4.0,0.15,0.3346744358120607,0.9528301886792453,0.48792270531400966,106.0
|
||||
4.5,0.15,0.32926378098409176,0.9528301886792453,0.48792270531400966,106.0
|
||||
5.0,0.15,0.3075335397316821,0.8859649122807017,0.4697674418604651,114.0
|
||||
5.5,0.15,0.31763845889232883,0.8859649122807017,0.4697674418604651,114.0
|
||||
6.0,0.15,0.2609212802768166,0.7426470588235294,0.42616033755274263,136.0
|
||||
6.5,0.15,0.21796218487394958,0.6011904761904762,0.3754646840148699,168.0
|
||||
7.0,0.15,0.16116533949824471,0.4410480349344978,0.30606060606060603,229.0
|
||||
7.5,0.15,0.11419180852856903,0.28939828080229224,0.22444444444444445,349.0
|
||||
|
@@ -0,0 +1,9 @@
|
||||
{
|
||||
"duration": 351.4174764650015,
|
||||
"name": "2d_BER_FER_DFR_20433484",
|
||||
"platform": "Linux-6.1.6-arch1-1-x86_64-with-glibc2.36",
|
||||
"omega": 0.05,
|
||||
"K": 200,
|
||||
"min_var_k": 150,
|
||||
"end_time": "2023-01-17 18:33:23.676873"
|
||||
}
|
||||
@@ -0,0 +1,239 @@
|
||||
SNR,gamma,BER,FER,DFR,num_iterations
|
||||
1.0,0.0,0.13016889924286545,1.0,0.5,101.0
|
||||
1.5,0.0,0.11390992040380508,1.0,0.5,101.0
|
||||
2.0,0.0,0.10430013589594253,1.0,0.5,101.0
|
||||
2.5,0.0,0.09017666472529606,1.0,0.5,101.0
|
||||
3.0,0.0,0.08182877111240536,1.0,0.5,101.0
|
||||
3.5,0.0,0.06887012230634829,1.0,0.5,101.0
|
||||
4.0,0.0,0.057173364395263056,1.0,0.5,101.0
|
||||
4.5,0.0,0.04610755193166376,1.0,0.5,101.0
|
||||
5.0,0.0,0.03601242477188896,1.0,0.5,101.0
|
||||
5.5,0.0,0.03195886197616302,0.9901960784313726,0.4975369458128079,102.0
|
||||
6.0,0.0,0.02397592700446515,1.0,0.5,101.0
|
||||
6.5,0.0,0.017445213379469436,0.9901960784313726,0.4975369458128079,102.0
|
||||
7.0,0.0,0.01270053475935829,0.9181818181818182,0.4786729857819905,110.0
|
||||
7.5,0.0,0.007798573975044563,0.7651515151515151,0.4334763948497854,132.0
|
||||
1.0,0.01,0.09410794020578528,1.0,0.5,101.0
|
||||
1.5,0.01,0.06997308727412534,0.9901960784313726,0.4975369458128079,102.0
|
||||
2.0,0.01,0.05644393679802018,0.9805825242718447,0.4950980392156863,103.0
|
||||
2.5,0.01,0.03820780648708082,0.9439252336448598,0.4855769230769231,107.0
|
||||
3.0,0.01,0.025490196078431372,0.9181818181818182,0.4786729857819905,110.0
|
||||
3.5,0.01,0.014961954931226222,0.753731343283582,0.4297872340425532,134.0
|
||||
4.0,0.01,0.007832183152590644,0.5642458100558659,0.3607142857142857,179.0
|
||||
4.5,0.01,0.003332051774958349,0.3300653594771242,0.24815724815724816,306.0
|
||||
5.0,0.01,0.0017192128650021159,0.18165467625899281,0.1537290715372907,556.0
|
||||
5.5,0.01,0.0007640035685135623,0.09777347531461762,0.0890652557319224,1033.0
|
||||
6.0,0.01,0.0002406292110111927,0.03541374474053296,0.03420250592617677,2852.0
|
||||
6.5,0.01,9.533468559837728e-05,0.013931034482758621,0.01373962726159706,7250.0
|
||||
7.0,0.01,2.8408296271432968e-05,0.004502496433666191,0.004482314827142413,22432.0
|
||||
7.5,0.01,7.857008939650586e-06,0.001395567346487592,0.0013936224524995515,72372.0
|
||||
1.0,0.02,0.09030180699730873,0.9901960784313726,0.4975369458128079,102.0
|
||||
1.5,0.02,0.06522331154684095,0.9351851851851852,0.48325358851674644,108.0
|
||||
2.0,0.02,0.049919050188882895,0.926605504587156,0.48095238095238096,109.0
|
||||
2.5,0.02,0.028994576554025864,0.7163120567375887,0.41735537190082644,141.0
|
||||
3.0,0.02,0.01815435476516188,0.5872093023255814,0.36996336996337,172.0
|
||||
3.5,0.02,0.009278711484593838,0.4007936507936508,0.28611898016997167,252.0
|
||||
4.0,0.02,0.003515158519203359,0.19842829076620824,0.16557377049180327,509.0
|
||||
4.5,0.02,0.0013487523022509087,0.08395677472984206,0.07745398773006135,1203.0
|
||||
5.0,0.02,0.0004013143719026072,0.027747252747252746,0.026998128842555466,3640.0
|
||||
5.5,0.02,0.00016504731356322146,0.011449948985375808,0.011320331764178435,8821.0
|
||||
6.0,0.02,4.437431042911285e-05,0.0030375026314998044,0.0030283041496761815,33251.0
|
||||
6.5,0.02,1.2192094202770043e-05,0.000845811141258835,0.0008450963493511167,119412.0
|
||||
7.0,0.02,2.764705882352941e-06,0.000196,0.0001959615915280605,500000.0
|
||||
7.5,0.02,6.96078431372549e-07,4.8e-05,4.799769611058669e-05,500000.0
|
||||
1.0,0.03,0.09037692747001713,0.9805825242718447,0.4950980392156863,103.0
|
||||
1.5,0.03,0.06437619295505813,0.8938053097345132,0.4719626168224299,113.0
|
||||
2.0,0.03,0.04964273845131273,0.8559322033898306,0.4611872146118721,118.0
|
||||
2.5,0.03,0.026193913148081317,0.6196319018404908,0.38257575757575757,163.0
|
||||
3.0,0.03,0.01603641456582633,0.48095238095238096,0.3247588424437299,210.0
|
||||
3.5,0.03,0.007452113793494276,0.29190751445086704,0.22595078299776286,346.0
|
||||
4.0,0.03,0.0028573605608046325,0.13082901554404144,0.1156930126002291,772.0
|
||||
4.5,0.03,0.0010247036667774454,0.05706214689265537,0.053981827899518976,1770.0
|
||||
5.0,0.03,0.0003044266400985235,0.017819336626676077,0.01750736696134512,5668.0
|
||||
5.5,0.03,0.00012169749196725593,0.007310364794441228,0.007257311202126895,13816.0
|
||||
6.0,0.03,3.56236823804658e-05,0.0020911406033251208,0.002086776859504132,48299.0
|
||||
6.5,0.03,1.0374588367264038e-05,0.0006638447786307709,0.0006634043810962593,152144.0
|
||||
7.0,0.03,2.3627450980392157e-06,0.000152,0.0001519768995112743,500000.0
|
||||
7.5,0.03,5.196078431372548e-07,3.4e-05,3.3998844039302665e-05,500000.0
|
||||
1.0,0.04,0.09207362190159082,0.9528301886792453,0.48792270531400966,106.0
|
||||
1.5,0.04,0.06675191815856778,0.8782608695652174,0.4675925925925926,115.0
|
||||
2.0,0.04,0.04750233426704015,0.8015873015873016,0.44493392070484583,126.0
|
||||
2.5,0.04,0.026018099547511313,0.5976331360946746,0.37407407407407406,169.0
|
||||
3.0,0.04,0.012881896944824441,0.39147286821705424,0.28133704735376047,258.0
|
||||
3.5,0.04,0.0065840061514802,0.24754901960784315,0.19842829076620824,408.0
|
||||
4.0,0.04,0.0026100649280614337,0.1111111111111111,0.1,909.0
|
||||
4.5,0.04,0.0009278379283402166,0.04791271347248577,0.045722046174739704,2108.0
|
||||
5.0,0.04,0.0002976899261728983,0.016356275303643725,0.016093052899936264,6175.0
|
||||
5.5,0.04,0.00011358050437191844,0.006394023803494555,0.0063534000125809904,15796.0
|
||||
6.0,0.04,4.008014206588538e-05,0.0023460546793338134,0.0023405635891731555,43051.0
|
||||
6.5,0.04,1.0293767220940665e-05,0.0006446589052287582,0.000644243587862706,156672.0
|
||||
7.0,0.04,2.450980392156863e-06,0.000154,0.00015397628765170164,500000.0
|
||||
7.5,0.04,6.176470588235294e-07,4e-05,3.999840006399744e-05,500000.0
|
||||
1.0,0.05,0.0947558268590455,0.9528301886792453,0.48792270531400966,106.0
|
||||
1.5,0.05,0.06581415174765558,0.8782608695652174,0.4675925925925926,115.0
|
||||
2.0,0.05,0.047244094488188976,0.7952755905511811,0.44298245614035087,127.0
|
||||
2.5,0.05,0.02558940242763772,0.6011904761904762,0.3754646840148699,168.0
|
||||
3.0,0.05,0.012649629140045532,0.3782771535580524,0.27445652173913043,267.0
|
||||
3.5,0.05,0.00588833094213295,0.20528455284552846,0.1703204047217538,492.0
|
||||
4.0,0.05,0.002538604818842757,0.10316649642492338,0.09351851851851851,979.0
|
||||
4.5,0.05,0.0009202565784678184,0.046933085501858735,0.044829116733244564,2152.0
|
||||
5.0,0.05,0.0002940220301384533,0.01641742522756827,0.01615224692147769,6152.0
|
||||
5.5,0.05,0.00011692575119219662,0.006564409203171715,0.006521598760250533,15386.0
|
||||
6.0,0.05,3.577639534879112e-05,0.002041930331763136,0.0020377693487208456,49463.0
|
||||
6.5,0.05,1.0852103196792829e-05,0.0006775658614143013,0.0006771070767745569,149063.0
|
||||
7.0,0.05,2.3725490196078433e-06,0.00015,0.00014997750337449384,500000.0
|
||||
7.5,0.05,6.568627450980392e-07,4.2e-05,4.199823607408489e-05,500000.0
|
||||
1.0,0.06,0.0957732149463559,0.9528301886792453,0.48792270531400966,106.0
|
||||
1.5,0.06,0.06699346405228758,0.8632478632478633,0.463302752293578,117.0
|
||||
2.0,0.06,0.05048633626679018,0.7952755905511811,0.44298245614035087,127.0
|
||||
2.5,0.06,0.026059274284426413,0.5804597701149425,0.36727272727272725,174.0
|
||||
3.0,0.06,0.012814863773224645,0.3782771535580524,0.27445652173913043,267.0
|
||||
3.5,0.06,0.006304073735924525,0.22394678492239467,0.18297101449275363,451.0
|
||||
4.0,0.06,0.0025645685668706205,0.10401647785787847,0.09421641791044776,971.0
|
||||
4.5,0.06,0.0008676426545460951,0.04537286612758311,0.04340352385045122,2226.0
|
||||
5.0,0.06,0.0003190777623385312,0.017672790901137356,0.01736588720770289,5715.0
|
||||
5.5,0.06,0.00012802567341504216,0.00732733604178758,0.00727403673028448,13784.0
|
||||
6.0,0.06,3.7053184014162366e-05,0.0021265844106623994,0.0021220716461813217,47494.0
|
||||
6.5,0.06,1.0274078481140562e-05,0.0006473612019125999,0.00064694239650523,156018.0
|
||||
7.0,0.06,2.46078431372549e-06,0.000156,0.00015597566779582386,500000.0
|
||||
7.5,0.06,5.490196078431373e-07,3.6e-05,3.599870404665432e-05,500000.0
|
||||
1.0,0.07,0.09734554199038106,0.9528301886792453,0.48792270531400966,106.0
|
||||
1.5,0.07,0.06668356997971603,0.8706896551724138,0.46543778801843316,116.0
|
||||
2.0,0.07,0.0509344362745098,0.7890625,0.4410480349344978,128.0
|
||||
2.5,0.07,0.026284651791751185,0.5804597701149425,0.36727272727272725,174.0
|
||||
3.0,0.07,0.01309025482852317,0.3782771535580524,0.27445652173913043,267.0
|
||||
3.5,0.07,0.006422119409561578,0.22696629213483147,0.184981684981685,445.0
|
||||
4.0,0.07,0.002640349738129247,0.11147902869757174,0.1002979145978153,906.0
|
||||
4.5,0.07,0.0009502336090686274,0.04931640625,0.04699860400186133,2048.0
|
||||
5.0,0.07,0.0003310118602339736,0.018090632276553824,0.01776917663617171,5583.0
|
||||
5.5,0.07,0.00011619651767974708,0.0065772336545975515,0.006534256323995601,15356.0
|
||||
6.0,0.07,3.877701447136334e-05,0.002250596073712592,0.002245542265107386,44877.0
|
||||
6.5,0.07,1.1830786200915143e-05,0.0007386712693444109,0.0007381260368478364,136732.0
|
||||
7.0,0.07,2.7549019607843135e-06,0.000172,0.00017197042108757293,500000.0
|
||||
7.5,0.07,4.901960784313725e-07,3.2e-05,3.199897603276695e-05,500000.0
|
||||
1.0,0.08,0.09487813817115631,0.9439252336448598,0.4855769230769231,107.0
|
||||
1.5,0.08,0.06786680189317106,0.8706896551724138,0.46543778801843316,116.0
|
||||
2.0,0.08,0.05188536953242836,0.7769230769230769,0.43722943722943725,130.0
|
||||
2.5,0.08,0.027359781121751026,0.5872093023255814,0.36996336996337,172.0
|
||||
3.0,0.08,0.01338979171435111,0.39299610894941633,0.28212290502793297,257.0
|
||||
3.5,0.08,0.006565126050420168,0.22544642857142858,0.18397085610200364,448.0
|
||||
4.0,0.08,0.0026592336280917596,0.11002178649237472,0.09911678115799803,918.0
|
||||
4.5,0.08,0.0010749450642325896,0.05441810344827586,0.0516096065406234,1856.0
|
||||
5.0,0.08,0.00036965605914496947,0.019479267116682738,0.01910707529322739,5185.0
|
||||
5.5,0.08,0.00012361614795691875,0.007035876001393243,0.0069867183176535695,14355.0
|
||||
6.0,0.08,4.2284025381882086e-05,0.002461073612904798,0.002455031599416626,41039.0
|
||||
6.5,0.08,1.2240792065738477e-05,0.0007551176039595078,0.0007545478316088305,133754.0
|
||||
7.0,0.08,2.715686274509804e-06,0.000172,0.00017197042108757293,500000.0
|
||||
7.5,0.08,5.588235294117647e-07,3.6e-05,3.599870404665432e-05,500000.0
|
||||
1.0,0.09,0.09762301146873843,0.9528301886792453,0.48792270531400966,106.0
|
||||
1.5,0.09,0.06987444100447196,0.8859649122807017,0.4697674418604651,114.0
|
||||
2.0,0.09,0.0531496062992126,0.7952755905511811,0.44298245614035087,127.0
|
||||
2.5,0.09,0.028342245989304814,0.6121212121212121,0.37969924812030076,165.0
|
||||
3.0,0.09,0.015068990559186637,0.4156378600823045,0.2936046511627907,243.0
|
||||
3.5,0.09,0.006645114942528735,0.21767241379310345,0.17876106194690267,464.0
|
||||
4.0,0.09,0.0026683622451197774,0.11197339246119734,0.10069790628115653,902.0
|
||||
4.5,0.09,0.0011544262675484394,0.059763313609467454,0.056393076493579004,1690.0
|
||||
5.0,0.09,0.000323066434669353,0.017471025774087528,0.01717103026181571,5781.0
|
||||
5.5,0.09,0.00013994339191245457,0.008122235625251308,0.008056796426292279,12435.0
|
||||
6.0,0.09,4.0161512455483895e-05,0.0023244039399797477,0.0023190136155947926,43452.0
|
||||
6.5,0.09,1.2820099459406346e-05,0.0007908542792263723,0.0007902293229847196,127710.0
|
||||
7.0,0.09,2.9901960784313724e-06,0.000188,0.00018796466264342303,500000.0
|
||||
7.5,0.09,8.431372549019608e-07,5.4e-05,5.39970841574555e-05,500000.0
|
||||
1.0,0.1,0.09863478101520982,0.9439252336448598,0.4855769230769231,107.0
|
||||
1.5,0.1,0.07107843137254902,0.9017857142857143,0.47417840375586856,112.0
|
||||
2.0,0.1,0.0548406862745098,0.7890625,0.4410480349344978,128.0
|
||||
2.5,0.1,0.030971479500891266,0.6558441558441559,0.396078431372549,154.0
|
||||
3.0,0.1,0.013721912122513238,0.3686131386861314,0.2693333333333333,274.0
|
||||
3.5,0.1,0.007117601138816182,0.23653395784543327,0.19128787878787878,427.0
|
||||
4.0,0.1,0.003256827969932857,0.1377899045020464,0.1211031175059952,733.0
|
||||
4.5,0.1,0.0010676841344484178,0.04834849210148397,0.046118721461187215,2089.0
|
||||
5.0,0.1,0.000391496273499491,0.02001585414189457,0.01962308140664465,5046.0
|
||||
5.5,0.1,0.00013110636765910645,0.007300852970941159,0.007247936849659132,13834.0
|
||||
6.0,0.1,4.6469698333988914e-05,0.0027123559900099365,0.0027050190154802077,37237.0
|
||||
6.5,0.1,1.4358482214932788e-05,0.000860006301036265,0.0008592673257218697,117441.0
|
||||
7.0,0.1,3.107843137254902e-06,0.000198,0.00019796080376085535,500000.0
|
||||
7.5,0.1,8.627450980392156e-07,5.4e-05,5.39970841574555e-05,500000.0
|
||||
1.0,0.11,0.09868059373282023,0.9439252336448598,0.4855769230769231,107.0
|
||||
1.5,0.11,0.07357317927170869,0.9017857142857143,0.47417840375586856,112.0
|
||||
2.0,0.11,0.05273321449792038,0.7651515151515151,0.4334763948497854,132.0
|
||||
2.5,0.11,0.033249484004127965,0.6644736842105263,0.39920948616600793,152.0
|
||||
3.0,0.11,0.014938457134678689,0.3686131386861314,0.2693333333333333,274.0
|
||||
3.5,0.11,0.00837662033787262,0.24105011933174225,0.19423076923076923,419.0
|
||||
4.0,0.11,0.0035059537469083863,0.13133940182054615,0.11609195402298851,769.0
|
||||
4.5,0.11,0.0011208468207017151,0.04791271347248577,0.045722046174739704,2108.0
|
||||
5.0,0.11,0.00043153577768256107,0.021019771071800208,0.02058703628210355,4805.0
|
||||
5.5,0.11,0.00015734593947451842,0.00792654214409041,0.007864206182356148,12742.0
|
||||
6.0,0.11,7.48315598845975e-05,0.004068151609135216,0.0040516688061617455,24827.0
|
||||
6.5,0.11,1.59467529479283e-05,0.0009152281274070047,0.0009143912508148041,110355.0
|
||||
7.0,0.11,5.295674329001116e-06,0.0002819433433455788,0.0002818638737026587,358228.0
|
||||
7.5,0.11,1.1176470588235294e-06,6.6e-05,6.599564428747703e-05,500000.0
|
||||
1.0,0.12,0.12740384615384615,0.9711538461538461,0.4926829268292683,104.0
|
||||
1.5,0.12,0.10430283224400871,0.9351851851851852,0.48325358851674644,108.0
|
||||
2.0,0.12,0.08233632436025258,0.8559322033898306,0.4611872146118721,118.0
|
||||
2.5,0.12,0.06005809731299928,0.7481481481481481,0.4279661016949153,135.0
|
||||
3.0,0.12,0.03891090114802398,0.5233160621761658,0.3435374149659864,193.0
|
||||
3.5,0.12,0.022793232816592342,0.36462093862815886,0.2671957671957672,277.0
|
||||
4.0,0.12,0.010509303903710847,0.18397085610200364,0.15538461538461537,549.0
|
||||
4.5,0.12,0.006082062454611474,0.10390946502057613,0.09412861136999068,972.0
|
||||
5.0,0.12,0.0030410982709184117,0.04972919743968488,0.0473733583489681,2031.0
|
||||
5.5,0.12,0.0012914918514713017,0.021002287377833228,0.020370747606437156,4809.0
|
||||
6.0,0.12,0.0006120792155158086,0.010975874809823951,0.010856712888315597,9202.0
|
||||
6.5,0.12,0.0002848113322386914,0.00478650300933605,0.0047637015375907935,21101.0
|
||||
7.0,0.12,0.00015880719643403545,0.0026623787431463517,0.0026553093040986406,37936.0
|
||||
7.5,0.12,9.887878094521482e-05,0.001552818904417078,0.0015504113962912932,65043.0
|
||||
1.0,0.13,0.20258202290817318,1.0,0.5,101.0
|
||||
1.5,0.13,0.1892350999805863,1.0,0.5,101.0
|
||||
2.0,0.13,0.1705788084464555,0.9711538461538461,0.4926829268292683,104.0
|
||||
2.5,0.13,0.16332233828110684,0.9439252336448598,0.4855769230769231,107.0
|
||||
3.0,0.13,0.13447583757912615,0.7952755905511811,0.44298245614035087,127.0
|
||||
3.5,0.13,0.12821350762527234,0.7481481481481481,0.4279661016949153,135.0
|
||||
4.0,0.13,0.09359325125398997,0.5872093023255814,0.36996336996337,172.0
|
||||
4.5,0.13,0.07852299798424042,0.4719626168224299,0.32063492063492066,214.0
|
||||
5.0,0.13,0.061255361519607844,0.39453125,0.28291316526610644,256.0
|
||||
5.5,0.13,0.057405013287366226,0.36996336996337,0.2700534759358289,273.0
|
||||
6.0,0.13,0.05830388692579505,0.3568904593639576,0.2630208333333333,283.0
|
||||
6.5,0.13,0.053853009735362674,0.3531468531468531,0.26098191214470284,286.0
|
||||
7.0,0.13,0.04520697167755991,0.28055555555555556,0.21908893709327548,360.0
|
||||
7.5,0.13,0.04738082916451038,0.2961876832844575,0.22850678733031674,341.0
|
||||
1.0,0.14,0.30188312948941953,1.0,0.5,101.0
|
||||
1.5,0.14,0.2989225393127548,1.0,0.5,101.0
|
||||
2.0,0.14,0.2915938652688798,1.0,0.5,101.0
|
||||
2.5,0.14,0.2830161476355248,0.9901960784313726,0.4975369458128079,102.0
|
||||
3.0,0.14,0.26663838612368024,0.9711538461538461,0.4926829268292683,104.0
|
||||
3.5,0.14,0.26035367417995237,0.9439252336448598,0.4855769230769231,107.0
|
||||
4.0,0.14,0.2349137931034483,0.8706896551724138,0.46543778801843316,116.0
|
||||
4.5,0.14,0.22372227579556414,0.8278688524590164,0.452914798206278,122.0
|
||||
5.0,0.14,0.22702965483714146,0.8347107438016529,0.45495495495495497,121.0
|
||||
5.5,0.14,0.20850433196534426,0.7829457364341085,0.4391304347826087,129.0
|
||||
6.0,0.14,0.20122549019607844,0.7214285714285714,0.4190871369294606,140.0
|
||||
6.5,0.14,0.1672268907563025,0.5771428571428572,0.36594202898550726,175.0
|
||||
7.0,0.14,0.14585645578986312,0.47641509433962265,0.3226837060702875,212.0
|
||||
7.5,0.14,0.10216795051353875,0.3005952380952381,0.2311212814645309,336.0
|
||||
1.0,0.15,0.37036497767423804,1.0,0.5,101.0
|
||||
1.5,0.15,0.36036691904484563,1.0,0.5,101.0
|
||||
2.0,0.15,0.35255290234905845,1.0,0.5,101.0
|
||||
2.5,0.15,0.3493981751116288,1.0,0.5,101.0
|
||||
3.0,0.15,0.3480392156862745,0.9901960784313726,0.4975369458128079,102.0
|
||||
3.5,0.15,0.34475537787930705,0.9805825242718447,0.4950980392156863,103.0
|
||||
4.0,0.15,0.34837235865219873,0.9805825242718447,0.4950980392156863,103.0
|
||||
4.5,0.15,0.3258258258258258,0.9099099099099099,0.47641509433962265,111.0
|
||||
5.0,0.15,0.3237076648841355,0.9181818181818182,0.4786729857819905,110.0
|
||||
5.5,0.15,0.30232947880006705,0.8632478632478633,0.463302752293578,117.0
|
||||
6.0,0.15,0.2957248473159756,0.8278688524590164,0.452914798206278,122.0
|
||||
6.5,0.15,0.22986804784807005,0.6352201257861635,0.38846153846153847,159.0
|
||||
7.0,0.15,0.15203828566999922,0.39920948616600793,0.2853107344632768,253.0
|
||||
7.5,0.15,0.10432479443390259,0.271505376344086,0.2135306553911205,372.0
|
||||
1.0,0.16,0.40870704717530576,1.0,0.5,101.0
|
||||
1.5,0.16,0.4099204038050864,1.0,0.5,101.0
|
||||
2.0,0.16,0.39845251826220685,0.9901960784313726,0.4975369458128079,102.0
|
||||
2.5,0.16,0.39511745292176276,1.0,0.5,101.0
|
||||
3.0,0.16,0.4057949912638323,1.0,0.5,101.0
|
||||
3.5,0.16,0.40695981362842165,1.0,0.5,101.0
|
||||
4.0,0.16,0.4024842946887493,0.9805825242718447,0.4950980392156863,103.0
|
||||
4.5,0.16,0.3882447209653092,0.9711538461538461,0.4926829268292683,104.0
|
||||
5.0,0.16,0.4009515570934256,0.9901960784313726,0.4975369458128079,102.0
|
||||
5.5,0.16,0.37219251336898396,0.9181818181818182,0.4786729857819905,110.0
|
||||
6.0,0.16,0.34126786307743434,0.8559322033898306,0.4611872146118721,118.0
|
||||
6.5,0.16,0.310105580693816,0.7769230769230769,0.43722943722943725,130.0
|
||||
7.0,0.16,0.27992238562091504,0.7013888888888888,0.4122448979591837,144.0
|
||||
7.5,0.16,0.20819364015036065,0.5233160621761658,0.3435374149659864,193.0
|
||||
|
@@ -0,0 +1,8 @@
|
||||
{
|
||||
"duration": 1056.983127202002,
|
||||
"name": "2d_BER_FER_DFR_20433484",
|
||||
"platform": "Linux-6.1.6-arch1-1-x86_64-with-glibc2.36",
|
||||
"omega": 0.05,
|
||||
"K": 200,
|
||||
"end_time": "2023-01-17 18:58:33.496993"
|
||||
}
|
||||
BIN
latex/presentations/17_01_2023/res/extreme_components.png
Normal file
BIN
latex/presentations/17_01_2023/res/extreme_components.png
Normal file
Binary file not shown.
|
After Width: | Height: | Size: 184 KiB |
BIN
latex/presentations/17_01_2023/res/variances_correlation.png
Normal file
BIN
latex/presentations/17_01_2023/res/variances_correlation.png
Normal file
Binary file not shown.
|
After Width: | Height: | Size: 22 KiB |
@@ -20,7 +20,8 @@
|
||||
|
||||
\usefonttheme[onlymath]{serif}
|
||||
|
||||
\usepackage[english,ngerman]{babel}
|
||||
%\usepackage[english,ngerman]{babel}
|
||||
\usepackage[english]{babel}
|
||||
|
||||
% math stuff
|
||||
\usepackage{amssymb,amsthm}
|
||||
|
||||
2
latex/presentations/midterm/.latexmkrc
Normal file
2
latex/presentations/midterm/.latexmkrc
Normal file
@@ -0,0 +1,2 @@
|
||||
$pdflatex="pdflatex -interaction=nonstopmode %O %S";
|
||||
$out_dir = 'build';
|
||||
2
latex/presentations/midterm/build.sh
Executable file
2
latex/presentations/midterm/build.sh
Executable file
@@ -0,0 +1,2 @@
|
||||
mkdir -p build/build
|
||||
latexmk -pdf
|
||||
123
latex/presentations/midterm/presentation.bib
Normal file
123
latex/presentations/midterm/presentation.bib
Normal file
@@ -0,0 +1,123 @@
|
||||
@phdthesis{feldman_thesis,
|
||||
author = {Feldman, Jon},
|
||||
title = {Decoding error-correcting codes via linear programming},
|
||||
type = {phdthesis},
|
||||
institution = {MIT},
|
||||
year = {2003},
|
||||
url = {https://dspace.mit.edu/handle/1721.1/42831},
|
||||
}
|
||||
@article{proximal_paper,
|
||||
title={Proximal Decoding for LDPC Codes},
|
||||
author={Tadashi Wadayama and Satoshi Takabe},
|
||||
journal={IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences},
|
||||
volume={advpub},
|
||||
number={ },
|
||||
pages={2022TAP0002},
|
||||
year={2022},
|
||||
doi={10.1587/transfun.2022TAP0002}
|
||||
}
|
||||
|
||||
@article{ml_np_hard_proof,
|
||||
title = {On the inherent intractability of certain coding problems (Corresp.)},
|
||||
volume = {24},
|
||||
DOI = {10.1109/tit.1978.1055873},
|
||||
number = {3},
|
||||
journal = {IEEE Transactions on Information Theory},
|
||||
author = {Berlekamp, E. and McEliece, R. and van Tilborg, H.},
|
||||
year = {1978},
|
||||
month = {5},
|
||||
pages = {384–386},
|
||||
% url = {https://authors.library.caltech.edu/5607/1/BERieeetit78.pdf}
|
||||
}
|
||||
|
||||
@article{ldpc_conv,
|
||||
author = {Banu Kabakulak and Z. Caner Taşkın and Ali Emre Pusane},
|
||||
title = {Optimization–based decoding algorithms for LDPC convolutional codes in communication systems},
|
||||
journal = {IISE Transactions},
|
||||
volume = {51},
|
||||
number = {10},
|
||||
pages = {1061-1074},
|
||||
year = {2019},
|
||||
publisher = {Taylor \& Francis},
|
||||
doi = {10.1080/24725854.2018.1550692},
|
||||
URL = {https://doi.org/10.1080/24725854.2018.1550692},
|
||||
% eprint = {https://doi.org/10.1080/24725854.2018.1550692}
|
||||
}
|
||||
|
||||
@online{mackay_enc,
|
||||
author = {MacKay, David J.C.},
|
||||
title = {Encyclopedia of Sparse Graph Codes},
|
||||
date = {2023-01},
|
||||
url = {http://www.inference.org.uk/mackay/codes/data.html}
|
||||
}
|
||||
|
||||
@article{proximal_algorithms,
|
||||
author = {Parikh, Neal and Boyd, Stephen},
|
||||
title = {Proximal Algorithms},
|
||||
year = {2014},
|
||||
issue_date = {January 2014},
|
||||
publisher = {Now Publishers Inc.},
|
||||
address = {Hanover, MA, USA},
|
||||
volume = {1},
|
||||
number = {3},
|
||||
issn = {2167-3888},
|
||||
url = {https://doi.org/10.1561/2400000003},
|
||||
doi = {10.1561/2400000003},
|
||||
journal = {Found. Trends Optim.},
|
||||
month = {1},
|
||||
pages = {127–239},
|
||||
numpages = {113}
|
||||
}
|
||||
|
||||
@mastersthesis{yanxia_lu_thesis,
|
||||
author = {Lu, Yanxia},
|
||||
title = {Realization of Channel Decoding Using Optimization Techniques},
|
||||
year = {2023},
|
||||
type = {Bachelor's Thesis},
|
||||
institution = {KIT},
|
||||
}
|
||||
|
||||
@book{distr_opt_book,
|
||||
author = {Boyd, Stephen and Parikh, Neal and Chu, Eric and Peleato, Borja and Eckstein, Jonathan},
|
||||
title = {Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers},
|
||||
year = {2011},
|
||||
volume = {},
|
||||
number = {},
|
||||
pages = {},
|
||||
doi = {},
|
||||
url = {https://ieeexplore.ieee.org/document/8186925},
|
||||
}
|
||||
|
||||
@INPROCEEDINGS{efficient_lp_dec_admm,
|
||||
author = {Zhang, Xiaojie and Siegel, Paul H.},
|
||||
booktitle = {2013 IEEE International Symposium on Information Theory},
|
||||
title = {Efficient iterative LP decoding of LDPC codes with alternating direction method of multipliers},
|
||||
year = {2013},
|
||||
volume = {},
|
||||
number = {},
|
||||
pages = {1501-1505},
|
||||
doi = {10.1109/ISIT.2013.6620477}
|
||||
}
|
||||
|
||||
@ARTICLE{feldman_paper,
|
||||
author={Feldman, J. and Wainwright, M.J. and Karger, D.R.},
|
||||
journal={IEEE Transactions on Information Theory},
|
||||
title={Using linear programming to Decode Binary linear codes},
|
||||
year={2005},
|
||||
volume={51},
|
||||
number={3},
|
||||
pages={954-972},
|
||||
doi={10.1109/TIT.2004.842696}
|
||||
}
|
||||
|
||||
@ARTICLE{lautern,
|
||||
author={Gensheimer, Florian and Dietz, Tobias and Kraft, Kira and Ruzika, Stefan and Wehn, Norbert},
|
||||
journal={IEEE Transactions on Information Theory},
|
||||
title={A Reduced-Complexity Projection Algorithm for ADMM-Based LP Decoding},
|
||||
year={2020},
|
||||
volume={66},
|
||||
number={8},
|
||||
pages={4819-4833},
|
||||
doi={10.1109/TIT.2020.2984247}
|
||||
}
|
||||
|
||||
240
latex/presentations/midterm/presentation.tex
Normal file
240
latex/presentations/midterm/presentation.tex
Normal file
@@ -0,0 +1,240 @@
|
||||
%\PassOptionsToPackage{colorlinks}{hyperref}
|
||||
|
||||
\documentclass[10pt, aspectratio=169, usenames,dvipsnames]{beamer}
|
||||
|
||||
\usepackage[utf8]{inputenc}
|
||||
\usepackage[T1]{fontenc}
|
||||
% \usepackage[ngerman]{babel}
|
||||
%\usepackage{amsmath}
|
||||
\usepackage{float}
|
||||
\usepackage{tikz}
|
||||
\usepackage{tikz-3dplot}
|
||||
\usepackage{pgfplots}
|
||||
\pgfplotsset{compat=newest}
|
||||
\usepackage{subcaption}
|
||||
\usepackage{listings}
|
||||
\usepackage{graphicx}
|
||||
\usepackage{xcolor}
|
||||
\usepackage[binary-units]{siunitx}
|
||||
%\geometry{textheight=17.07cm,textwidth=6.9cm}
|
||||
%\usepackage{pgfpages}
|
||||
%\pgfpagesuselayout{resize to}[physical paper height=17.07cm,
|
||||
% physical paper width=6.9cm]
|
||||
%\setbeamertemplate{note page}[plain]
|
||||
%\setbeameroption{show notes on second screen=right}
|
||||
\usepgfplotslibrary{colorbrewer}
|
||||
\usetikzlibrary{external}
|
||||
\usetikzlibrary{spy}
|
||||
\tikzexternalize[prefix=build/]
|
||||
|
||||
|
||||
\DeclareMathOperator*{\argmax}{arg\,max}
|
||||
\DeclareMathOperator*{\argmin}{arg\,min}
|
||||
|
||||
|
||||
\usepackage{csquotes}
|
||||
\usepackage[citestyle=numeric, style=alphabetic, backend=biber,
|
||||
doi=false,url=false,isbn=false]{biblatex}
|
||||
\addbibresource{presentation.bib}
|
||||
|
||||
|
||||
|
||||
\pgfplotsset{
|
||||
/pgfplots/colormap/mako/.style={
|
||||
colormap={mako}{
|
||||
rgb=(0.18195582, 0.11955283, 0.23136943)
|
||||
rgb=(0.25307401, 0.23772973, 0.48316271)
|
||||
rgb=(0.21607792, 0.39736958, 0.61948028)
|
||||
rgb=(0.20344718, 0.56074869, 0.65649508)
|
||||
rgb=(0.25187832, 0.71827158, 0.67872193)
|
||||
rgb=(0.54578602, 0.8544913, 0.69848331)
|
||||
}
|
||||
},
|
||||
/pgfplots/colormap/rocket/.style={
|
||||
colormap={rocket}{
|
||||
rgb=(0.20973515, 0.09747934, 0.24238489)
|
||||
rgb=(0.43860848, 0.12177004, 0.34119475)
|
||||
rgb=(0.67824099, 0.09192342, 0.3504148)
|
||||
rgb=(0.8833417, 0.19830556, 0.26014181)
|
||||
rgb=(0.95381595, 0.46373781, 0.31769923)
|
||||
rgb=(0.96516917, 0.70776351, 0.5606593)
|
||||
}
|
||||
},
|
||||
/pgfplots/colormap/cividis/.style={
|
||||
colormap={cividis}{
|
||||
rgb=(0.130669, 0.231458, 0.43284)
|
||||
rgb=(0.298421, 0.332247, 0.423973)
|
||||
rgb=(0.42512, 0.431334, 0.447692)
|
||||
rgb=(0.555393, 0.537807, 0.471147)
|
||||
rgb=(0.695985, 0.648334, 0.440072)
|
||||
rgb=(0.849223, 0.771947, 0.359729)
|
||||
}
|
||||
},
|
||||
colormap/cividis,
|
||||
colormap/mako,
|
||||
colormap/rocket,
|
||||
}
|
||||
|
||||
|
||||
|
||||
|
||||
\newbibmacro{string+doiurlisbn}[1]{%
|
||||
\iffieldundef{doi}{%
|
||||
\iffieldundef{url}{%
|
||||
\iffieldundef{isbn}{%
|
||||
\iffieldundef{issn}{%
|
||||
#1%
|
||||
}{%
|
||||
\href{http://books.google.com/books?vid=ISSN\thefield{issn}}{#1}%
|
||||
}%
|
||||
}{%
|
||||
\href{http://books.google.com/books?vid=ISBN\thefield{isbn}}{#1}%
|
||||
}%
|
||||
}{%
|
||||
\href{\thefield{url}}{#1}%
|
||||
}%
|
||||
}{%
|
||||
\href{http://dx.doi.org/\thefield{doi}}{#1}%
|
||||
}%
|
||||
}
|
||||
|
||||
|
||||
|
||||
\DeclareFieldFormat{title}{%
|
||||
\usebibmacro{string+doiurlisbn}{\mkbibemph{#1}}}
|
||||
\DeclareFieldFormat
|
||||
[article,inbook,incollection,inproceedings,patent,thesis,unpublished]
|
||||
{title}{\usebibmacro{string+doiurlisbn}{\mkbibquote{#1\isdot}}}
|
||||
\DeclareFieldFormat
|
||||
[suppbook,suppcollection,suppperiodical]
|
||||
{title}{\usebibmacro{string+doiurlisbn}{#1}}
|
||||
|
||||
|
||||
|
||||
\setlength {\marginparwidth }{2cm}
|
||||
|
||||
\newcommand{\templates}{../lib}
|
||||
|
||||
% packages to be included
|
||||
\input{\templates/packages.tex}
|
||||
\presetkeys{todonotes}{inline}{}
|
||||
|
||||
% modifications to stick to new KIT style
|
||||
\input{\templates/modifications.tex}
|
||||
|
||||
% marcos used throughout the slides
|
||||
\input{\templates/makros_own.tex}
|
||||
|
||||
|
||||
\title{Application of Optimization Algorithms for Channel Decoding}
|
||||
\subtitle{\small Midterm Presentation, 27.01.2023}
|
||||
%\author{Andreas Tsouchlos}
|
||||
\author{\vspace{1.5mm} Andreas Tsouchlos}
|
||||
|
||||
\institute{Karlsruhe Institute of Technology (KIT), \\ Communications Engineering Lab (CEL) }
|
||||
|
||||
|
||||
\AtBeginSection[]
|
||||
{
|
||||
\begin{frame}[t]
|
||||
\frametitle{\ifthenelse{\boolean{EnglishLanguage}}{Overview}{Übersicht}}
|
||||
\tableofcontents[sectionstyle=show/shaded,
|
||||
subsectionstyle=show/show/shaded,
|
||||
subsubsectionstyle=hide]
|
||||
\end{frame}
|
||||
}
|
||||
\AtBeginSubsubsection[]{}
|
||||
\AtBeginSubsection[]{}
|
||||
|
||||
|
||||
\pgfplotsset{
|
||||
discard if/.style 2 args={
|
||||
x filter/.append code={
|
||||
\edef\tempa{\thisrow{#1}}
|
||||
\edef\tempb{#2}
|
||||
\ifx\tempa\tempb
|
||||
\def\pgfmathresult{inf}
|
||||
\fi
|
||||
}
|
||||
},
|
||||
discard if not/.style 2 args={
|
||||
x filter/.append code={
|
||||
\edef\tempa{\thisrow{#1}}
|
||||
\edef\tempb{#2}
|
||||
\ifx\tempa\tempb
|
||||
\else
|
||||
\def\pgfmathresult{inf}
|
||||
\fi
|
||||
}
|
||||
},
|
||||
discard if gt/.style 2 args={
|
||||
x filter/.append code={
|
||||
\edef\tempa{\thisrow{#1}}
|
||||
\edef\tempb{#2}
|
||||
\ifdim\tempa pt > \tempb pt
|
||||
\def\pgfmathresult{inf}
|
||||
\fi
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
\DeclareCaptionLabelFormat{algocaption}{Algorithm} % defines a new caption label as Algorithm x.y
|
||||
|
||||
\lstnewenvironment{algorithm}[1][] %defines the algorithm listing environment
|
||||
{
|
||||
\captionsetup{labelformat=algocaption,labelsep=colon} % defines the caption setup for:
|
||||
% it ises label format as the declared
|
||||
% caption label above and makes label
|
||||
% and caption text to be separated
|
||||
% by a ':'
|
||||
\lstset{ %this is the stype
|
||||
mathescape=true,
|
||||
frame=tB,
|
||||
numbers=left,
|
||||
numberstyle=\tiny,
|
||||
basicstyle=\normalfont,
|
||||
columns=fullflexible,
|
||||
keywordstyle=\color{black}\bfseries,
|
||||
keywords={a, for, end, do, return, if, b} % add the keywords you want, or load
|
||||
% a language as Rubens explains in his comment above.
|
||||
numbers=left,
|
||||
xleftmargin=.04\textwidth,
|
||||
#1 % this is to add specific settings to an usage of this
|
||||
% environment (for instnce, the caption and referable label)
|
||||
}
|
||||
}
|
||||
{}
|
||||
|
||||
\setbeamertemplate{frametitle continuation}{}
|
||||
|
||||
\begin{document}
|
||||
|
||||
\newboolean{EnglishLanguage}
|
||||
\setboolean{EnglishLanguage}{True}
|
||||
|
||||
\begin{frame}[plain]
|
||||
\maketitle
|
||||
\end{frame}
|
||||
|
||||
\begin{frame}[t]
|
||||
\frametitle{Overview}
|
||||
\tableofcontents
|
||||
\end{frame}
|
||||
|
||||
\setnextsection{0}
|
||||
\input{sections/theoretical_background.tex}
|
||||
\input{sections/decoding_algorithms.tex}
|
||||
\input{sections/examination_results.tex}
|
||||
\input{sections/forthcoming_examination.tex}
|
||||
\input{sections/question_slide.tex}
|
||||
|
||||
\begin{frame}[allowframebreaks]
|
||||
\frametitle{Bibliography}
|
||||
\printbibliography[heading=none]
|
||||
\end{frame}
|
||||
|
||||
\input{sections/appendix.tex}
|
||||
|
||||
|
||||
\end{document}
|
||||
BIN
latex/presentations/midterm/res/Bachelor_Thesis_Yanxia_Lu.pdf
Normal file
BIN
latex/presentations/midterm/res/Bachelor_Thesis_Yanxia_Lu.pdf
Normal file
Binary file not shown.
11
latex/presentations/midterm/res/ber_paper.csv
Normal file
11
latex/presentations/midterm/res/ber_paper.csv
Normal file
@@ -0,0 +1,11 @@
|
||||
SNR,gamma_0_15,gamma_0_05,gamma_0_01,BP
|
||||
1,0.3669767287,0.0983527875,0.09440942764,0.06443019397
|
||||
1.5,0.3669767287,0.07297050292,0.07602178383,0.03398665526
|
||||
2,0.3669767287,0.04854153852,0.05563899358,0.01257341759
|
||||
2.5,0.3669767287,0.03099619799,0.03962553082,0.003089064275
|
||||
3,0.3669767287,0.01635036356,0.02635975022,0.001038700586
|
||||
3.5,0.3669767287,0.007422688173,0.01572148666,0.0001272453028
|
||||
4,0.3669767287,0.002980400475,0.008639663866,0
|
||||
4.5,0.3669767287,0.001044021313,0.004434697304,0
|
||||
5,0.3669767287,0.0003969287889,0.002126155473,0
|
||||
5.5,0.3908851459,0.00008863357225,0.0007759378638,0
|
||||
|
BIN
latex/presentations/midterm/res/ber_paper.pdf
Normal file
BIN
latex/presentations/midterm/res/ber_paper.pdf
Normal file
Binary file not shown.
@@ -0,0 +1,43 @@
|
||||
SNR,gamma,BER,FER,DFR,num_iterations
|
||||
1.0,0.01,0.08857503397398564,1.0,0.5,101.0
|
||||
1.5,0.01,0.07048353321911288,0.9805825242718447,0.4950980392156863,103.0
|
||||
2.0,0.01,0.05350140056022409,0.9619047619047619,0.49029126213592233,105.0
|
||||
2.5,0.01,0.03744921391980215,0.9099099099099099,0.47641509433962265,111.0
|
||||
3.0,0.01,0.025939542483660132,0.8416666666666667,0.45701357466063347,120.0
|
||||
3.5,0.01,0.014778503994190268,0.7481481481481481,0.4279661016949153,135.0
|
||||
4.0,0.01,0.00835057641146911,0.507537688442211,0.33666666666666667,199.0
|
||||
4.5,0.01,0.004282382097820541,0.3754646840148699,0.27297297297297296,269.0
|
||||
5.0,0.01,0.0015746260263187492,0.1931166347992352,0.16185897435897437,523.0
|
||||
5.5,0.01,0.00065359477124183,0.08523206751054853,0.07853810264385692,1185.0
|
||||
6.0,0.01,0.0003127631420666426,0.04130879345603272,0.0396700706991359,2445.0
|
||||
6.5,0.01,0.00011029974518507847,0.015459972447573855,0.015224600542659028,6533.0
|
||||
7.0,0.01,2.7036508518478465e-05,0.00452894489036366,0.004508526024462101,22301.0
|
||||
7.5,0.01,8.101366552599426e-06,0.0014514830995631179,0.001449379349931836,69584.0
|
||||
1.0,0.05,0.0871559633027523,0.926605504587156,0.48095238095238096,109.0
|
||||
1.5,0.05,0.06592721834496511,0.8559322033898306,0.4611872146118721,118.0
|
||||
2.0,0.05,0.04344614558152028,0.6917808219178082,0.4089068825910931,146.0
|
||||
2.5,0.05,0.023415412676698586,0.4697674418604651,0.31962025316455694,215.0
|
||||
3.0,0.05,0.010770665574814613,0.23433874709976799,0.18984962406015038,431.0
|
||||
3.5,0.05,0.0049633888643176565,0.12656641604010024,0.11234705228031146,798.0
|
||||
4.0,0.05,0.00151358011559054,0.045660036166365284,0.043666234327712924,2212.0
|
||||
4.5,0.05,0.0003522100063308634,0.011482492041837199,0.011352141171181298,8796.0
|
||||
5.0,0.05,8.711464887548632e-05,0.0030893463432539077,0.003079831676526194,32693.0
|
||||
5.5,0.05,1.669054519578649e-05,0.0005991149707560712,0.000598756246924705,168582.0
|
||||
6.0,0.05,3.872549019607843e-06,0.00014,0.00013998040274361588,500000.0
|
||||
6.5,0.05,8.137254901960785e-07,3.4e-05,3.3998844039302665e-05,500000.0
|
||||
7.0,0.05,9.80392156862745e-08,4e-06,3.9999840000639995e-06,500000.0
|
||||
7.5,0.05,0.0,0.0,0.0,500000.0
|
||||
1.0,0.15,0.36318190642593673,1.0,0.5,101.0
|
||||
1.5,0.15,0.35721219180741604,1.0,0.5,101.0
|
||||
2.0,0.15,0.3584740827023879,1.0,0.5,101.0
|
||||
2.5,0.15,0.3616288099398175,1.0,0.5,101.0
|
||||
3.0,0.15,0.34989529792499524,0.9805825242718447,0.4950980392156863,103.0
|
||||
3.5,0.15,0.34784884827717494,0.9805825242718447,0.4950980392156863,103.0
|
||||
4.0,0.15,0.3346744358120607,0.9528301886792453,0.48792270531400966,106.0
|
||||
4.5,0.15,0.32926378098409176,0.9528301886792453,0.48792270531400966,106.0
|
||||
5.0,0.15,0.3075335397316821,0.8859649122807017,0.4697674418604651,114.0
|
||||
5.5,0.15,0.31763845889232883,0.8859649122807017,0.4697674418604651,114.0
|
||||
6.0,0.15,0.2609212802768166,0.7426470588235294,0.42616033755274263,136.0
|
||||
6.5,0.15,0.21796218487394958,0.6011904761904762,0.3754646840148699,168.0
|
||||
7.0,0.15,0.16116533949824471,0.4410480349344978,0.30606060606060603,229.0
|
||||
7.5,0.15,0.11419180852856903,0.28939828080229224,0.22444444444444445,349.0
|
||||
|
@@ -0,0 +1,9 @@
|
||||
{
|
||||
"duration": 351.4174764650015,
|
||||
"name": "2d_BER_FER_DFR_20433484",
|
||||
"platform": "Linux-6.1.6-arch1-1-x86_64-with-glibc2.36",
|
||||
"omega": 0.05,
|
||||
"K": 200,
|
||||
"min_var_k": 150,
|
||||
"end_time": "2023-01-17 18:33:23.676873"
|
||||
}
|
||||
@@ -0,0 +1,31 @@
|
||||
SNR,gamma,BER,FER,DFR,num_iterations
|
||||
1.0,0.01,0.1282760629004077,1.0,0.5,101.0
|
||||
1.5,0.01,0.10891089108910891,1.0,0.5,101.0
|
||||
2.0,0.01,0.0815592903828198,0.9619047619047619,0.49029126213592233,105.0
|
||||
2.5,0.01,0.05990286022665947,0.926605504587156,0.48095238095238096,109.0
|
||||
3.0,0.01,0.03941495297305914,0.8211382113821138,0.45089285714285715,123.0
|
||||
3.5,0.01,0.02159746251441753,0.5941176470588235,0.3726937269372694,170.0
|
||||
4.0,0.01,0.008099504169483886,0.29022988505747127,0.22494432071269488,348.0
|
||||
4.5,0.01,0.003413511153449234,0.13630229419703105,0.11995249406175772,741.0
|
||||
5.0,0.01,0.0007971804984475959,0.048026628625772706,0.04582577132486389,2103.0
|
||||
5.5,0.01,0.00014528144415937685,0.010614818707304257,0.01050332778702163,9515.0
|
||||
1.0,0.05,0.13312948941953018,1.0,0.5,101.0
|
||||
1.5,0.05,0.11264991433466591,0.9805825242718447,0.4950980392156863,103.0
|
||||
2.0,0.05,0.08948390677025528,0.9528301886792453,0.48792270531400966,106.0
|
||||
2.5,0.05,0.06017854296190021,0.8211382113821138,0.45089285714285715,123.0
|
||||
3.0,0.05,0.03815004262574595,0.6273291925465838,0.38549618320610685,161.0
|
||||
3.5,0.05,0.01944624003447533,0.36996336996337,0.2700534759358289,273.0
|
||||
4.0,0.05,0.007252326217843459,0.16584564860426929,0.14225352112676057,609.0
|
||||
4.5,0.05,0.0021536038238009884,0.05595567867036011,0.05299055613850997,1805.0
|
||||
5.0,0.05,0.0004567736185383244,0.012752525252525253,0.01259194614137888,7920.0
|
||||
5.5,0.05,5.7238650812895664e-05,0.0018341293333575463,0.0018307714617169374,55067.0
|
||||
1.0,0.15,0.4978644923315861,1.0,0.5,101.0
|
||||
1.5,0.15,0.5006309454474859,1.0,0.5,101.0
|
||||
2.0,0.15,0.5033973985633857,1.0,0.5,101.0
|
||||
2.5,0.15,0.47709182682974177,1.0,0.5,101.0
|
||||
3.0,0.15,0.47005435837701415,1.0,0.5,101.0
|
||||
3.5,0.15,0.4798097456804504,1.0,0.5,101.0
|
||||
4.0,0.15,0.4680159192389827,1.0,0.5,101.0
|
||||
4.5,0.15,0.451465734808775,1.0,0.5,101.0
|
||||
5.0,0.15,0.40695981362842165,1.0,0.5,101.0
|
||||
5.5,0.15,0.33649132730015086,0.9711538461538461,0.4926829268292683,104.0
|
||||
|
@@ -0,0 +1,9 @@
|
||||
{
|
||||
"duration": 55.621502028021496,
|
||||
"name": "2d_BER_FER_DFR_20455187",
|
||||
"platform": "Linux-6.1.6-arch1-3-x86_64-with-glibc2.36",
|
||||
"omega": 0.05,
|
||||
"K": 200,
|
||||
"min_var_k": 150,
|
||||
"end_time": "2023-01-24 08:55:18.173639"
|
||||
}
|
||||
@@ -0,0 +1,31 @@
|
||||
SNR,gamma,BER,FER,DFR,num_iterations
|
||||
1.0,0.01,0.0918025626092021,1.0,0.5,101.0
|
||||
1.5,0.01,0.07178217821782178,1.0,0.5,101.0
|
||||
2.0,0.01,0.05319355464958261,1.0,0.5,101.0
|
||||
2.5,0.01,0.037701845444059974,0.9901960784313726,0.4975369458128079,102.0
|
||||
3.0,0.01,0.024914334665905195,0.9805825242718447,0.4950980392156863,103.0
|
||||
3.5,0.01,0.014256161180068358,0.926605504587156,0.48095238095238096,109.0
|
||||
4.0,0.01,0.00819607843137255,0.808,0.4469026548672566,125.0
|
||||
4.5,0.01,0.003703703703703704,0.5611111111111111,0.3594306049822064,180.0
|
||||
5.0,0.01,0.0017734056079769791,0.3447098976109215,0.2563451776649746,293.0
|
||||
5.5,0.01,0.0007903353279891611,0.19385796545105566,0.16237942122186494,521.0
|
||||
1.0,0.05,0.08972510572856593,0.9901960784313726,0.4975369458128079,102.0
|
||||
1.5,0.05,0.06624649859943978,0.9619047619047619,0.49029126213592233,105.0
|
||||
2.0,0.05,0.04635172653132049,0.8938053097345132,0.4719626168224299,113.0
|
||||
2.5,0.05,0.024525719378660556,0.6558441558441559,0.396078431372549,154.0
|
||||
3.0,0.05,0.010826771653543307,0.39763779527559057,0.28450704225352114,254.0
|
||||
3.5,0.05,0.004023473188558577,0.18100358422939067,0.15326251896813353,558.0
|
||||
4.0,0.05,0.0010486080573690086,0.05807935595169638,0.05489130434782609,1739.0
|
||||
4.5,0.05,0.00020709882532053673,0.012814006597310327,0.01265188525616936,7882.0
|
||||
5.0,0.05,3.131208430508767e-05,0.002224669603524229,0.0022197314344739676,45400.0
|
||||
5.5,0.05,6.4252223396991424e-06,0.00046369625599706175,0.00046348134143431416,217815.0
|
||||
1.0,0.15,0.3438895360124248,1.0,0.5,101.0
|
||||
1.5,0.15,0.34032226752086975,1.0,0.5,101.0
|
||||
2.0,0.15,0.33034847602407297,1.0,0.5,101.0
|
||||
2.5,0.15,0.32974179770918266,1.0,0.5,101.0
|
||||
3.0,0.15,0.3295476606484178,1.0,0.5,101.0
|
||||
3.5,0.15,0.32175791108522617,1.0,0.5,101.0
|
||||
4.0,0.15,0.3154241894777713,1.0,0.5,101.0
|
||||
4.5,0.15,0.32195204814599104,1.0,0.5,101.0
|
||||
5.0,0.15,0.3212483013007183,1.0,0.5,101.0
|
||||
5.5,0.15,0.31752210688196847,0.9901960784313726,0.4975369458128079,102.0
|
||||
|
@@ -0,0 +1,9 @@
|
||||
{
|
||||
"duration": 871.6730747620168,
|
||||
"name": "2d_BER_FER_DFR_40833844",
|
||||
"platform": "Linux-6.1.6-arch1-3-x86_64-with-glibc2.36",
|
||||
"omega": 0.05,
|
||||
"K": 200,
|
||||
"min_var_k": 150,
|
||||
"end_time": "2023-01-24 09:12:00.353386"
|
||||
}
|
||||
@@ -0,0 +1,31 @@
|
||||
SNR,gamma,BER,FER,DFR,num_iterations
|
||||
1.0,0.01,0.0943452380952381,0.9619047619047619,0.49029126213592233,105.0
|
||||
1.5,0.01,0.07425458715596331,0.926605504587156,0.48095238095238096,109.0
|
||||
2.0,0.01,0.05845385674931129,0.8347107438016529,0.45248868778280543,121.0
|
||||
2.5,0.01,0.04104938271604938,0.7481481481481481,0.425531914893617,135.0
|
||||
3.0,0.01,0.02481785063752277,0.5519125683060109,0.35563380281690143,183.0
|
||||
3.5,0.01,0.01668552036199095,0.45701357466063347,0.3136645962732919,221.0
|
||||
4.0,0.01,0.009225217864923748,0.3300653594771242,0.24815724815724816,306.0
|
||||
4.5,0.01,0.0038886542792792795,0.17060810810810811,0.14574314574314573,592.0
|
||||
5.0,0.01,0.0018921095008051529,0.09758454106280193,0.08890845070422536,1035.0
|
||||
5.5,0.01,0.0008550995024875622,0.04710820895522388,0.04498886414253898,2144.0
|
||||
1.0,0.05,0.09079861111111111,0.8416666666666667,0.45701357466063347,120.0
|
||||
1.5,0.05,0.06677704194260485,0.6688741721854304,0.396,151.0
|
||||
2.0,0.05,0.050011510128913444,0.5580110497237569,0.3489208633093525,181.0
|
||||
2.5,0.05,0.03151611922141119,0.3686131386861314,0.26541554959785524,274.0
|
||||
3.0,0.05,0.01758841234010534,0.22799097065462753,0.18265682656826568,443.0
|
||||
3.5,0.05,0.006907068532472192,0.10871905274488698,0.09365853658536585,929.0
|
||||
4.0,0.05,0.003318484521238301,0.05453563714902808,0.04879301489470981,1852.0
|
||||
4.5,0.05,0.0010753547719105914,0.018454229855655035,0.01794365691727974,5473.0
|
||||
5.0,0.05,0.0003437132188806364,0.006148788506027031,0.005629880743386404,16426.0
|
||||
5.5,0.05,9.290550348976298e-05,0.0017593979723373864,0.0016521451800838246,57406.0
|
||||
1.0,0.15,0.399236798679868,1.0,0.5,101.0
|
||||
1.5,0.15,0.38721955128205127,0.9711538461538461,0.4926829268292683,104.0
|
||||
2.0,0.15,0.3641141141141141,0.9099099099099099,0.47393364928909953,111.0
|
||||
2.5,0.15,0.34692028985507245,0.8782608695652174,0.4675925925925926,115.0
|
||||
3.0,0.15,0.31012139107611547,0.7952755905511811,0.44052863436123346,127.0
|
||||
3.5,0.15,0.2872767857142857,0.7214285714285714,0.41422594142259417,140.0
|
||||
4.0,0.15,0.23815104166666667,0.63125,0.3798449612403101,160.0
|
||||
4.5,0.15,0.2106729055258467,0.5401069518716578,0.34843205574912894,187.0
|
||||
5.0,0.15,0.19948186528497408,0.5233160621761658,0.3412969283276451,193.0
|
||||
5.5,0.15,0.17773729446935724,0.452914798206278,0.3117283950617284,223.0
|
||||
|
@@ -0,0 +1,9 @@
|
||||
{
|
||||
"duration": 12.159791988000507,
|
||||
"name": "2d_BER_FER_DFR_963965",
|
||||
"platform": "Linux-6.1.6-arch1-3-x86_64-with-glibc2.36",
|
||||
"omega": 0.05,
|
||||
"K": 200,
|
||||
"min_var_k": 150,
|
||||
"end_time": "2023-01-24 09:16:22.859899"
|
||||
}
|
||||
@@ -0,0 +1,31 @@
|
||||
SNR,gamma,BER,FER,DFR,num_iterations
|
||||
1.0,0.01,0.14838709677419354,0.8782608695652174,0.46261682242990654,115.0
|
||||
1.5,0.01,0.13515016685205783,0.8706896551724138,0.46296296296296297,116.0
|
||||
2.0,0.01,0.1074401664932362,0.8145161290322581,0.4488888888888889,124.0
|
||||
2.5,0.01,0.08372865275142315,0.7426470588235294,0.423728813559322,136.0
|
||||
3.0,0.01,0.06555671175858481,0.6516129032258065,0.39453125,155.0
|
||||
3.5,0.01,0.04821366631980576,0.543010752688172,0.3519163763066202,186.0
|
||||
4.0,0.01,0.03350354963258189,0.38996138996138996,0.28055555555555556,259.0
|
||||
4.5,0.01,0.026089594498938214,0.3166144200626959,0.24047619047619048,319.0
|
||||
5.0,0.01,0.018746833305184934,0.2643979057591623,0.2074688796680498,382.0
|
||||
5.5,0.01,0.010534359478194422,0.17089678510998307,0.14595375722543352,591.0
|
||||
1.0,0.05,0.1447132616487455,0.7013888888888888,0.4024896265560166,144.0
|
||||
1.5,0.05,0.12072628935677034,0.6047904191616766,0.36981132075471695,167.0
|
||||
2.0,0.05,0.09547738693467336,0.507537688442211,0.32996632996632996,199.0
|
||||
2.5,0.05,0.06649586584371725,0.36462093862815886,0.2553763440860215,277.0
|
||||
3.0,0.05,0.05501152073732719,0.3005952380952381,0.21495327102803738,336.0
|
||||
3.5,0.05,0.037402669632925475,0.21767241379310345,0.17142857142857143,464.0
|
||||
4.0,0.05,0.026206388464979215,0.16476345840130505,0.13904494382022473,613.0
|
||||
4.5,0.05,0.017434803398683193,0.11516533637400228,0.10051282051282051,877.0
|
||||
5.0,0.05,0.009589656870090116,0.06702057067020571,0.06164383561643835,1507.0
|
||||
5.5,0.05,0.004745740724725417,0.033847184986595176,0.03148328464784161,2984.0
|
||||
1.0,0.15,0.49738863287250384,0.9619047619047619,0.49029126213592233,105.0
|
||||
1.5,0.15,0.4353358981947322,0.926605504587156,0.48095238095238096,109.0
|
||||
2.0,0.15,0.41557686718977044,0.9099099099099099,0.47393364928909953,111.0
|
||||
2.5,0.15,0.43534833288153973,0.8487394957983193,0.45161290322580644,119.0
|
||||
3.0,0.15,0.43812797461660496,0.8278688524590164,0.45045045045045046,122.0
|
||||
3.5,0.15,0.3939753320683112,0.7426470588235294,0.42127659574468085,136.0
|
||||
4.0,0.15,0.35328142380422695,0.696551724137931,0.40816326530612246,145.0
|
||||
4.5,0.15,0.26468155500413565,0.517948717948718,0.33447098976109213,195.0
|
||||
5.0,0.15,0.241321044546851,0.48095238095238096,0.3181818181818182,210.0
|
||||
5.5,0.15,0.22509277761918356,0.4469026548672566,0.3046153846153846,226.0
|
||||
|
@@ -0,0 +1,9 @@
|
||||
{
|
||||
"duration": 1.3552583850105293,
|
||||
"name": "2d_BER_FER_DFR_bch_31_11",
|
||||
"platform": "Linux-6.1.6-arch1-3-x86_64-with-glibc2.36",
|
||||
"omega": 0.05,
|
||||
"K": 200,
|
||||
"min_var_k": 150,
|
||||
"end_time": "2023-01-24 16:50:35.259895"
|
||||
}
|
||||
@@ -0,0 +1,31 @@
|
||||
SNR,gamma,BER,FER,DFR,num_iterations
|
||||
1.0,0.01,0.1076036866359447,0.7214285714285714,0.014084507042253521,140.0
|
||||
1.5,0.01,0.09863523573200993,0.6474358974358975,0.006369426751592357,156.0
|
||||
2.0,0.01,0.06782464846980976,0.517948717948718,0.01015228426395939,195.0
|
||||
2.5,0.01,0.05789547823637132,0.4410480349344978,0.01293103448275862,229.0
|
||||
3.0,0.01,0.040507667900581704,0.33114754098360655,0.022435897435897436,305.0
|
||||
3.5,0.01,0.03225806451612903,0.24634146341463414,0.0024330900243309003,410.0
|
||||
4.0,0.01,0.021353930031803726,0.17781690140845072,0.01217391304347826,568.0
|
||||
4.5,0.01,0.013437889859205132,0.11160220994475138,0.006586169045005488,905.0
|
||||
5.0,0.01,0.0063573012906718825,0.05468327016783974,0.0021609940572663426,1847.0
|
||||
5.5,0.01,0.0027177400481643932,0.023636789141118653,0.00046783625730994154,4273.0
|
||||
1.0,0.05,0.08720083246618106,0.6516129032258065,0.00641025641025641,155.0
|
||||
1.5,0.05,0.0712799167533819,0.543010752688172,0.0053475935828877,186.0
|
||||
2.0,0.05,0.06328137058187992,0.48325358851674644,0.0,209.0
|
||||
2.5,0.05,0.04130340017436791,0.34121621621621623,0.010033444816053512,296.0
|
||||
3.0,0.05,0.02823529411764706,0.2376470588235294,0.009324009324009324,425.0
|
||||
3.5,0.05,0.021330060776063583,0.18297101449275363,0.0018083182640144665,552.0
|
||||
4.0,0.05,0.014593883328681367,0.12484548825710753,0.0,809.0
|
||||
4.5,0.05,0.006654567453115548,0.06110102843315184,0.0006045949214026602,1653.0
|
||||
5.0,0.05,0.0034803386837047425,0.032528180354267314,0.0003219575016097875,3105.0
|
||||
5.5,0.05,0.0017559403087039132,0.01671078755790867,0.000496113775425831,6044.0
|
||||
1.0,0.15,0.31174587540014775,0.7709923664122137,0.0,131.0
|
||||
1.5,0.15,0.32302867383512546,0.7013888888888888,0.0,144.0
|
||||
2.0,0.15,0.2903225806451613,0.6474358974358975,0.012658227848101266,156.0
|
||||
2.5,0.15,0.20661703887510338,0.517948717948718,0.00510204081632653,195.0
|
||||
3.0,0.15,0.20477476197243144,0.44493392070484583,0.0043859649122807015,227.0
|
||||
3.5,0.15,0.14526953886122537,0.3389261744966443,0.0,298.0
|
||||
4.0,0.15,0.1234954260953298,0.2512437810945274,0.0024813895781637717,402.0
|
||||
4.5,0.15,0.09664719329438659,0.19881889763779528,0.0,508.0
|
||||
5.0,0.15,0.055768179332968834,0.10699152542372882,0.0,944.0
|
||||
5.5,0.15,0.0412538327040519,0.0793401413982718,0.0,1273.0
|
||||
|
@@ -0,0 +1,9 @@
|
||||
{
|
||||
"duration": 0.4332787909952458,
|
||||
"name": "2d_BER_FER_DFR_bch_31_26",
|
||||
"platform": "Linux-6.1.6-arch1-3-x86_64-with-glibc2.36",
|
||||
"omega": 0.05,
|
||||
"K": 200,
|
||||
"min_var_k": 150,
|
||||
"end_time": "2023-01-24 16:51:03.263440"
|
||||
}
|
||||
@@ -0,0 +1,31 @@
|
||||
SNR,gamma,BER,FER,DFR,num_iterations
|
||||
1.0,0.01,0.09354864057834354,1.0,0.5,101.0
|
||||
1.5,0.01,0.07331447430457332,1.0,0.5,101.0
|
||||
2.0,0.01,0.05638063806380638,1.0,0.5,101.0
|
||||
2.5,0.01,0.040782649693540785,1.0,0.5,101.0
|
||||
3.0,0.01,0.024859943977591035,0.9901960784313726,0.4975369458128079,102.0
|
||||
3.5,0.01,0.01549865229110512,0.9528301886792453,0.48792270531400966,106.0
|
||||
4.0,0.01,0.008361678004535147,0.9017857142857143,0.47417840375586856,112.0
|
||||
4.5,0.01,0.003981570256738042,0.6778523489932886,0.404,149.0
|
||||
5.0,0.01,0.001657329598506069,0.396078431372549,0.28370786516853935,255.0
|
||||
5.5,0.01,0.00063619302096256,0.20240480961923848,0.16833333333333333,499.0
|
||||
1.0,0.05,0.09390224736759391,1.0,0.5,101.0
|
||||
1.5,0.05,0.06728351406569229,1.0,0.5,101.0
|
||||
2.0,0.05,0.04523809523809524,0.9619047619047619,0.49029126213592233,105.0
|
||||
2.5,0.05,0.02620517342739565,0.7481481481481481,0.4279661016949153,135.0
|
||||
3.0,0.05,0.010427855352667383,0.37969924812030076,0.27520435967302453,266.0
|
||||
3.5,0.05,0.0029187763037022796,0.13593539703903096,0.11966824644549763,743.0
|
||||
4.0,0.05,0.0006703462313819897,0.041512535963830664,0.039857932123125495,2433.0
|
||||
4.5,0.05,9.190850090968527e-05,0.006645611264640084,0.00660173867573044,15198.0
|
||||
5.0,0.05,1.3433806155116967e-05,0.0010221740934530255,0.0010211303204933778,98809.0
|
||||
5.5,0.05,1.5555555555555556e-06,0.000126,0.00012598412600012398,500000.0
|
||||
1.0,0.15,0.33667295300958666,1.0,0.5,101.0
|
||||
1.5,0.15,0.33075986170045574,1.0,0.5,101.0
|
||||
2.0,0.15,0.32374666038032374,1.0,0.5,101.0
|
||||
2.5,0.15,0.31655665566556657,1.0,0.5,101.0
|
||||
3.0,0.15,0.30365000785792867,1.0,0.5,101.0
|
||||
3.5,0.15,0.309013044161559,1.0,0.5,101.0
|
||||
4.0,0.15,0.3084040546911834,1.0,0.5,101.0
|
||||
4.5,0.15,0.3033160458903033,1.0,0.5,101.0
|
||||
5.0,0.15,0.3023338048090523,1.0,0.5,101.0
|
||||
5.5,0.15,0.30788982259570497,0.9901960784313726,0.4975369458128079,102.0
|
||||
|
@@ -0,0 +1,9 @@
|
||||
{
|
||||
"duration": 3169.7098331579764,
|
||||
"name": "2d_BER_FER_DFR_pegreg252x504",
|
||||
"platform": "Linux-6.1.6-arch1-3-x86_64-with-glibc2.36",
|
||||
"omega": 0.05,
|
||||
"K": 200,
|
||||
"min_var_k": 150,
|
||||
"end_time": "2023-01-24 14:58:01.240346"
|
||||
}
|
||||
8
latex/presentations/midterm/res/hybrid/fps_vs_n.csv
Normal file
8
latex/presentations/midterm/res/hybrid/fps_vs_n.csv
Normal file
@@ -0,0 +1,8 @@
|
||||
n,k,fps,spf
|
||||
96,48,7374.0570635159675,0.00013561055893473079
|
||||
204,102,6601.111655956669,0.00015148963570365097
|
||||
204,102,1450.823819165217,0.000689263566526903
|
||||
408,204,317.62940489539665,0.0031483231230727054
|
||||
31,11,8433.078242796635,0.00011858066191359955
|
||||
31,26,61715.460243456524,1.6203395325177478e-05
|
||||
504,252,195.7683929010524,0.0051080768717626035
|
||||
|
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,8 @@
|
||||
{
|
||||
"duration": 397.47346705402015,
|
||||
"name": "2d_avg_error_20433484",
|
||||
"platform": "Linux-6.1.6-arch1-3-x86_64-with-glibc2.36",
|
||||
"SNR": 1,
|
||||
"K": 200,
|
||||
"end_time": "2023-01-24 23:34:34.589607"
|
||||
}
|
||||
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,8 @@
|
||||
{
|
||||
"duration": 297.83671288599726,
|
||||
"name": "2d_avg_error_20433484",
|
||||
"platform": "Linux-6.1.6-arch1-3-x86_64-with-glibc2.36",
|
||||
"SNR": 3,
|
||||
"K": 200,
|
||||
"end_time": "2023-01-24 23:26:41.141614"
|
||||
}
|
||||
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,8 @@
|
||||
{
|
||||
"duration": 555.086431461008,
|
||||
"name": "2d_avg_error_20433484",
|
||||
"platform": "Linux-6.1.6-arch1-3-x86_64-with-glibc2.36",
|
||||
"SNR": 5,
|
||||
"K": 200,
|
||||
"end_time": "2023-01-24 23:17:21.185610"
|
||||
}
|
||||
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,8 @@
|
||||
{
|
||||
"duration": 870.158950668003,
|
||||
"name": "2d_avg_error_20433484",
|
||||
"platform": "Linux-6.1.6-arch1-3-x86_64-with-glibc2.36",
|
||||
"SNR": 8,
|
||||
"K": 200,
|
||||
"end_time": "2023-01-24 23:06:24.712365"
|
||||
}
|
||||
@@ -0,0 +1,239 @@
|
||||
SNR,gamma,BER,FER,DFR,num_iterations
|
||||
1.0,0.0,0.13016889924286545,1.0,0.5,101.0
|
||||
1.5,0.0,0.11390992040380508,1.0,0.5,101.0
|
||||
2.0,0.0,0.10430013589594253,1.0,0.5,101.0
|
||||
2.5,0.0,0.09017666472529606,1.0,0.5,101.0
|
||||
3.0,0.0,0.08182877111240536,1.0,0.5,101.0
|
||||
3.5,0.0,0.06887012230634829,1.0,0.5,101.0
|
||||
4.0,0.0,0.057173364395263056,1.0,0.5,101.0
|
||||
4.5,0.0,0.04610755193166376,1.0,0.5,101.0
|
||||
5.0,0.0,0.03601242477188896,1.0,0.5,101.0
|
||||
5.5,0.0,0.03195886197616302,0.9901960784313726,0.4975369458128079,102.0
|
||||
6.0,0.0,0.02397592700446515,1.0,0.5,101.0
|
||||
6.5,0.0,0.017445213379469436,0.9901960784313726,0.4975369458128079,102.0
|
||||
7.0,0.0,0.01270053475935829,0.9181818181818182,0.4786729857819905,110.0
|
||||
7.5,0.0,0.007798573975044563,0.7651515151515151,0.4334763948497854,132.0
|
||||
1.0,0.01,0.09410794020578528,1.0,0.5,101.0
|
||||
1.5,0.01,0.06997308727412534,0.9901960784313726,0.4975369458128079,102.0
|
||||
2.0,0.01,0.05644393679802018,0.9805825242718447,0.4950980392156863,103.0
|
||||
2.5,0.01,0.03820780648708082,0.9439252336448598,0.4855769230769231,107.0
|
||||
3.0,0.01,0.025490196078431372,0.9181818181818182,0.4786729857819905,110.0
|
||||
3.5,0.01,0.014961954931226222,0.753731343283582,0.4297872340425532,134.0
|
||||
4.0,0.01,0.007832183152590644,0.5642458100558659,0.3607142857142857,179.0
|
||||
4.5,0.01,0.003332051774958349,0.3300653594771242,0.24815724815724816,306.0
|
||||
5.0,0.01,0.0017192128650021159,0.18165467625899281,0.1537290715372907,556.0
|
||||
5.5,0.01,0.0007640035685135623,0.09777347531461762,0.0890652557319224,1033.0
|
||||
6.0,0.01,0.0002406292110111927,0.03541374474053296,0.03420250592617677,2852.0
|
||||
6.5,0.01,9.533468559837728e-05,0.013931034482758621,0.01373962726159706,7250.0
|
||||
7.0,0.01,2.8408296271432968e-05,0.004502496433666191,0.004482314827142413,22432.0
|
||||
7.5,0.01,7.857008939650586e-06,0.001395567346487592,0.0013936224524995515,72372.0
|
||||
1.0,0.02,0.09030180699730873,0.9901960784313726,0.4975369458128079,102.0
|
||||
1.5,0.02,0.06522331154684095,0.9351851851851852,0.48325358851674644,108.0
|
||||
2.0,0.02,0.049919050188882895,0.926605504587156,0.48095238095238096,109.0
|
||||
2.5,0.02,0.028994576554025864,0.7163120567375887,0.41735537190082644,141.0
|
||||
3.0,0.02,0.01815435476516188,0.5872093023255814,0.36996336996337,172.0
|
||||
3.5,0.02,0.009278711484593838,0.4007936507936508,0.28611898016997167,252.0
|
||||
4.0,0.02,0.003515158519203359,0.19842829076620824,0.16557377049180327,509.0
|
||||
4.5,0.02,0.0013487523022509087,0.08395677472984206,0.07745398773006135,1203.0
|
||||
5.0,0.02,0.0004013143719026072,0.027747252747252746,0.026998128842555466,3640.0
|
||||
5.5,0.02,0.00016504731356322146,0.011449948985375808,0.011320331764178435,8821.0
|
||||
6.0,0.02,4.437431042911285e-05,0.0030375026314998044,0.0030283041496761815,33251.0
|
||||
6.5,0.02,1.2192094202770043e-05,0.000845811141258835,0.0008450963493511167,119412.0
|
||||
7.0,0.02,2.764705882352941e-06,0.000196,0.0001959615915280605,500000.0
|
||||
7.5,0.02,6.96078431372549e-07,4.8e-05,4.799769611058669e-05,500000.0
|
||||
1.0,0.03,0.09037692747001713,0.9805825242718447,0.4950980392156863,103.0
|
||||
1.5,0.03,0.06437619295505813,0.8938053097345132,0.4719626168224299,113.0
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||||
2.0,0.03,0.04964273845131273,0.8559322033898306,0.4611872146118721,118.0
|
||||
2.5,0.03,0.026193913148081317,0.6196319018404908,0.38257575757575757,163.0
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||||
3.0,0.03,0.01603641456582633,0.48095238095238096,0.3247588424437299,210.0
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||||
3.5,0.03,0.007452113793494276,0.29190751445086704,0.22595078299776286,346.0
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||||
4.0,0.03,0.0028573605608046325,0.13082901554404144,0.1156930126002291,772.0
|
||||
4.5,0.03,0.0010247036667774454,0.05706214689265537,0.053981827899518976,1770.0
|
||||
5.0,0.03,0.0003044266400985235,0.017819336626676077,0.01750736696134512,5668.0
|
||||
5.5,0.03,0.00012169749196725593,0.007310364794441228,0.007257311202126895,13816.0
|
||||
6.0,0.03,3.56236823804658e-05,0.0020911406033251208,0.002086776859504132,48299.0
|
||||
6.5,0.03,1.0374588367264038e-05,0.0006638447786307709,0.0006634043810962593,152144.0
|
||||
7.0,0.03,2.3627450980392157e-06,0.000152,0.0001519768995112743,500000.0
|
||||
7.5,0.03,5.196078431372548e-07,3.4e-05,3.3998844039302665e-05,500000.0
|
||||
1.0,0.04,0.09207362190159082,0.9528301886792453,0.48792270531400966,106.0
|
||||
1.5,0.04,0.06675191815856778,0.8782608695652174,0.4675925925925926,115.0
|
||||
2.0,0.04,0.04750233426704015,0.8015873015873016,0.44493392070484583,126.0
|
||||
2.5,0.04,0.026018099547511313,0.5976331360946746,0.37407407407407406,169.0
|
||||
3.0,0.04,0.012881896944824441,0.39147286821705424,0.28133704735376047,258.0
|
||||
3.5,0.04,0.0065840061514802,0.24754901960784315,0.19842829076620824,408.0
|
||||
4.0,0.04,0.0026100649280614337,0.1111111111111111,0.1,909.0
|
||||
4.5,0.04,0.0009278379283402166,0.04791271347248577,0.045722046174739704,2108.0
|
||||
5.0,0.04,0.0002976899261728983,0.016356275303643725,0.016093052899936264,6175.0
|
||||
5.5,0.04,0.00011358050437191844,0.006394023803494555,0.0063534000125809904,15796.0
|
||||
6.0,0.04,4.008014206588538e-05,0.0023460546793338134,0.0023405635891731555,43051.0
|
||||
6.5,0.04,1.0293767220940665e-05,0.0006446589052287582,0.000644243587862706,156672.0
|
||||
7.0,0.04,2.450980392156863e-06,0.000154,0.00015397628765170164,500000.0
|
||||
7.5,0.04,6.176470588235294e-07,4e-05,3.999840006399744e-05,500000.0
|
||||
1.0,0.05,0.0947558268590455,0.9528301886792453,0.48792270531400966,106.0
|
||||
1.5,0.05,0.06581415174765558,0.8782608695652174,0.4675925925925926,115.0
|
||||
2.0,0.05,0.047244094488188976,0.7952755905511811,0.44298245614035087,127.0
|
||||
2.5,0.05,0.02558940242763772,0.6011904761904762,0.3754646840148699,168.0
|
||||
3.0,0.05,0.012649629140045532,0.3782771535580524,0.27445652173913043,267.0
|
||||
3.5,0.05,0.00588833094213295,0.20528455284552846,0.1703204047217538,492.0
|
||||
4.0,0.05,0.002538604818842757,0.10316649642492338,0.09351851851851851,979.0
|
||||
4.5,0.05,0.0009202565784678184,0.046933085501858735,0.044829116733244564,2152.0
|
||||
5.0,0.05,0.0002940220301384533,0.01641742522756827,0.01615224692147769,6152.0
|
||||
5.5,0.05,0.00011692575119219662,0.006564409203171715,0.006521598760250533,15386.0
|
||||
6.0,0.05,3.577639534879112e-05,0.002041930331763136,0.0020377693487208456,49463.0
|
||||
6.5,0.05,1.0852103196792829e-05,0.0006775658614143013,0.0006771070767745569,149063.0
|
||||
7.0,0.05,2.3725490196078433e-06,0.00015,0.00014997750337449384,500000.0
|
||||
7.5,0.05,6.568627450980392e-07,4.2e-05,4.199823607408489e-05,500000.0
|
||||
1.0,0.06,0.0957732149463559,0.9528301886792453,0.48792270531400966,106.0
|
||||
1.5,0.06,0.06699346405228758,0.8632478632478633,0.463302752293578,117.0
|
||||
2.0,0.06,0.05048633626679018,0.7952755905511811,0.44298245614035087,127.0
|
||||
2.5,0.06,0.026059274284426413,0.5804597701149425,0.36727272727272725,174.0
|
||||
3.0,0.06,0.012814863773224645,0.3782771535580524,0.27445652173913043,267.0
|
||||
3.5,0.06,0.006304073735924525,0.22394678492239467,0.18297101449275363,451.0
|
||||
4.0,0.06,0.0025645685668706205,0.10401647785787847,0.09421641791044776,971.0
|
||||
4.5,0.06,0.0008676426545460951,0.04537286612758311,0.04340352385045122,2226.0
|
||||
5.0,0.06,0.0003190777623385312,0.017672790901137356,0.01736588720770289,5715.0
|
||||
5.5,0.06,0.00012802567341504216,0.00732733604178758,0.00727403673028448,13784.0
|
||||
6.0,0.06,3.7053184014162366e-05,0.0021265844106623994,0.0021220716461813217,47494.0
|
||||
6.5,0.06,1.0274078481140562e-05,0.0006473612019125999,0.00064694239650523,156018.0
|
||||
7.0,0.06,2.46078431372549e-06,0.000156,0.00015597566779582386,500000.0
|
||||
7.5,0.06,5.490196078431373e-07,3.6e-05,3.599870404665432e-05,500000.0
|
||||
1.0,0.07,0.09734554199038106,0.9528301886792453,0.48792270531400966,106.0
|
||||
1.5,0.07,0.06668356997971603,0.8706896551724138,0.46543778801843316,116.0
|
||||
2.0,0.07,0.0509344362745098,0.7890625,0.4410480349344978,128.0
|
||||
2.5,0.07,0.026284651791751185,0.5804597701149425,0.36727272727272725,174.0
|
||||
3.0,0.07,0.01309025482852317,0.3782771535580524,0.27445652173913043,267.0
|
||||
3.5,0.07,0.006422119409561578,0.22696629213483147,0.184981684981685,445.0
|
||||
4.0,0.07,0.002640349738129247,0.11147902869757174,0.1002979145978153,906.0
|
||||
4.5,0.07,0.0009502336090686274,0.04931640625,0.04699860400186133,2048.0
|
||||
5.0,0.07,0.0003310118602339736,0.018090632276553824,0.01776917663617171,5583.0
|
||||
5.5,0.07,0.00011619651767974708,0.0065772336545975515,0.006534256323995601,15356.0
|
||||
6.0,0.07,3.877701447136334e-05,0.002250596073712592,0.002245542265107386,44877.0
|
||||
6.5,0.07,1.1830786200915143e-05,0.0007386712693444109,0.0007381260368478364,136732.0
|
||||
7.0,0.07,2.7549019607843135e-06,0.000172,0.00017197042108757293,500000.0
|
||||
7.5,0.07,4.901960784313725e-07,3.2e-05,3.199897603276695e-05,500000.0
|
||||
1.0,0.08,0.09487813817115631,0.9439252336448598,0.4855769230769231,107.0
|
||||
1.5,0.08,0.06786680189317106,0.8706896551724138,0.46543778801843316,116.0
|
||||
2.0,0.08,0.05188536953242836,0.7769230769230769,0.43722943722943725,130.0
|
||||
2.5,0.08,0.027359781121751026,0.5872093023255814,0.36996336996337,172.0
|
||||
3.0,0.08,0.01338979171435111,0.39299610894941633,0.28212290502793297,257.0
|
||||
3.5,0.08,0.006565126050420168,0.22544642857142858,0.18397085610200364,448.0
|
||||
4.0,0.08,0.0026592336280917596,0.11002178649237472,0.09911678115799803,918.0
|
||||
4.5,0.08,0.0010749450642325896,0.05441810344827586,0.0516096065406234,1856.0
|
||||
5.0,0.08,0.00036965605914496947,0.019479267116682738,0.01910707529322739,5185.0
|
||||
5.5,0.08,0.00012361614795691875,0.007035876001393243,0.0069867183176535695,14355.0
|
||||
6.0,0.08,4.2284025381882086e-05,0.002461073612904798,0.002455031599416626,41039.0
|
||||
6.5,0.08,1.2240792065738477e-05,0.0007551176039595078,0.0007545478316088305,133754.0
|
||||
7.0,0.08,2.715686274509804e-06,0.000172,0.00017197042108757293,500000.0
|
||||
7.5,0.08,5.588235294117647e-07,3.6e-05,3.599870404665432e-05,500000.0
|
||||
1.0,0.09,0.09762301146873843,0.9528301886792453,0.48792270531400966,106.0
|
||||
1.5,0.09,0.06987444100447196,0.8859649122807017,0.4697674418604651,114.0
|
||||
2.0,0.09,0.0531496062992126,0.7952755905511811,0.44298245614035087,127.0
|
||||
2.5,0.09,0.028342245989304814,0.6121212121212121,0.37969924812030076,165.0
|
||||
3.0,0.09,0.015068990559186637,0.4156378600823045,0.2936046511627907,243.0
|
||||
3.5,0.09,0.006645114942528735,0.21767241379310345,0.17876106194690267,464.0
|
||||
4.0,0.09,0.0026683622451197774,0.11197339246119734,0.10069790628115653,902.0
|
||||
4.5,0.09,0.0011544262675484394,0.059763313609467454,0.056393076493579004,1690.0
|
||||
5.0,0.09,0.000323066434669353,0.017471025774087528,0.01717103026181571,5781.0
|
||||
5.5,0.09,0.00013994339191245457,0.008122235625251308,0.008056796426292279,12435.0
|
||||
6.0,0.09,4.0161512455483895e-05,0.0023244039399797477,0.0023190136155947926,43452.0
|
||||
6.5,0.09,1.2820099459406346e-05,0.0007908542792263723,0.0007902293229847196,127710.0
|
||||
7.0,0.09,2.9901960784313724e-06,0.000188,0.00018796466264342303,500000.0
|
||||
7.5,0.09,8.431372549019608e-07,5.4e-05,5.39970841574555e-05,500000.0
|
||||
1.0,0.1,0.09863478101520982,0.9439252336448598,0.4855769230769231,107.0
|
||||
1.5,0.1,0.07107843137254902,0.9017857142857143,0.47417840375586856,112.0
|
||||
2.0,0.1,0.0548406862745098,0.7890625,0.4410480349344978,128.0
|
||||
2.5,0.1,0.030971479500891266,0.6558441558441559,0.396078431372549,154.0
|
||||
3.0,0.1,0.013721912122513238,0.3686131386861314,0.2693333333333333,274.0
|
||||
3.5,0.1,0.007117601138816182,0.23653395784543327,0.19128787878787878,427.0
|
||||
4.0,0.1,0.003256827969932857,0.1377899045020464,0.1211031175059952,733.0
|
||||
4.5,0.1,0.0010676841344484178,0.04834849210148397,0.046118721461187215,2089.0
|
||||
5.0,0.1,0.000391496273499491,0.02001585414189457,0.01962308140664465,5046.0
|
||||
5.5,0.1,0.00013110636765910645,0.007300852970941159,0.007247936849659132,13834.0
|
||||
6.0,0.1,4.6469698333988914e-05,0.0027123559900099365,0.0027050190154802077,37237.0
|
||||
6.5,0.1,1.4358482214932788e-05,0.000860006301036265,0.0008592673257218697,117441.0
|
||||
7.0,0.1,3.107843137254902e-06,0.000198,0.00019796080376085535,500000.0
|
||||
7.5,0.1,8.627450980392156e-07,5.4e-05,5.39970841574555e-05,500000.0
|
||||
1.0,0.11,0.09868059373282023,0.9439252336448598,0.4855769230769231,107.0
|
||||
1.5,0.11,0.07357317927170869,0.9017857142857143,0.47417840375586856,112.0
|
||||
2.0,0.11,0.05273321449792038,0.7651515151515151,0.4334763948497854,132.0
|
||||
2.5,0.11,0.033249484004127965,0.6644736842105263,0.39920948616600793,152.0
|
||||
3.0,0.11,0.014938457134678689,0.3686131386861314,0.2693333333333333,274.0
|
||||
3.5,0.11,0.00837662033787262,0.24105011933174225,0.19423076923076923,419.0
|
||||
4.0,0.11,0.0035059537469083863,0.13133940182054615,0.11609195402298851,769.0
|
||||
4.5,0.11,0.0011208468207017151,0.04791271347248577,0.045722046174739704,2108.0
|
||||
5.0,0.11,0.00043153577768256107,0.021019771071800208,0.02058703628210355,4805.0
|
||||
5.5,0.11,0.00015734593947451842,0.00792654214409041,0.007864206182356148,12742.0
|
||||
6.0,0.11,7.48315598845975e-05,0.004068151609135216,0.0040516688061617455,24827.0
|
||||
6.5,0.11,1.59467529479283e-05,0.0009152281274070047,0.0009143912508148041,110355.0
|
||||
7.0,0.11,5.295674329001116e-06,0.0002819433433455788,0.0002818638737026587,358228.0
|
||||
7.5,0.11,1.1176470588235294e-06,6.6e-05,6.599564428747703e-05,500000.0
|
||||
1.0,0.12,0.12740384615384615,0.9711538461538461,0.4926829268292683,104.0
|
||||
1.5,0.12,0.10430283224400871,0.9351851851851852,0.48325358851674644,108.0
|
||||
2.0,0.12,0.08233632436025258,0.8559322033898306,0.4611872146118721,118.0
|
||||
2.5,0.12,0.06005809731299928,0.7481481481481481,0.4279661016949153,135.0
|
||||
3.0,0.12,0.03891090114802398,0.5233160621761658,0.3435374149659864,193.0
|
||||
3.5,0.12,0.022793232816592342,0.36462093862815886,0.2671957671957672,277.0
|
||||
4.0,0.12,0.010509303903710847,0.18397085610200364,0.15538461538461537,549.0
|
||||
4.5,0.12,0.006082062454611474,0.10390946502057613,0.09412861136999068,972.0
|
||||
5.0,0.12,0.0030410982709184117,0.04972919743968488,0.0473733583489681,2031.0
|
||||
5.5,0.12,0.0012914918514713017,0.021002287377833228,0.020370747606437156,4809.0
|
||||
6.0,0.12,0.0006120792155158086,0.010975874809823951,0.010856712888315597,9202.0
|
||||
6.5,0.12,0.0002848113322386914,0.00478650300933605,0.0047637015375907935,21101.0
|
||||
7.0,0.12,0.00015880719643403545,0.0026623787431463517,0.0026553093040986406,37936.0
|
||||
7.5,0.12,9.887878094521482e-05,0.001552818904417078,0.0015504113962912932,65043.0
|
||||
1.0,0.13,0.20258202290817318,1.0,0.5,101.0
|
||||
1.5,0.13,0.1892350999805863,1.0,0.5,101.0
|
||||
2.0,0.13,0.1705788084464555,0.9711538461538461,0.4926829268292683,104.0
|
||||
2.5,0.13,0.16332233828110684,0.9439252336448598,0.4855769230769231,107.0
|
||||
3.0,0.13,0.13447583757912615,0.7952755905511811,0.44298245614035087,127.0
|
||||
3.5,0.13,0.12821350762527234,0.7481481481481481,0.4279661016949153,135.0
|
||||
4.0,0.13,0.09359325125398997,0.5872093023255814,0.36996336996337,172.0
|
||||
4.5,0.13,0.07852299798424042,0.4719626168224299,0.32063492063492066,214.0
|
||||
5.0,0.13,0.061255361519607844,0.39453125,0.28291316526610644,256.0
|
||||
5.5,0.13,0.057405013287366226,0.36996336996337,0.2700534759358289,273.0
|
||||
6.0,0.13,0.05830388692579505,0.3568904593639576,0.2630208333333333,283.0
|
||||
6.5,0.13,0.053853009735362674,0.3531468531468531,0.26098191214470284,286.0
|
||||
7.0,0.13,0.04520697167755991,0.28055555555555556,0.21908893709327548,360.0
|
||||
7.5,0.13,0.04738082916451038,0.2961876832844575,0.22850678733031674,341.0
|
||||
1.0,0.14,0.30188312948941953,1.0,0.5,101.0
|
||||
1.5,0.14,0.2989225393127548,1.0,0.5,101.0
|
||||
2.0,0.14,0.2915938652688798,1.0,0.5,101.0
|
||||
2.5,0.14,0.2830161476355248,0.9901960784313726,0.4975369458128079,102.0
|
||||
3.0,0.14,0.26663838612368024,0.9711538461538461,0.4926829268292683,104.0
|
||||
3.5,0.14,0.26035367417995237,0.9439252336448598,0.4855769230769231,107.0
|
||||
4.0,0.14,0.2349137931034483,0.8706896551724138,0.46543778801843316,116.0
|
||||
4.5,0.14,0.22372227579556414,0.8278688524590164,0.452914798206278,122.0
|
||||
5.0,0.14,0.22702965483714146,0.8347107438016529,0.45495495495495497,121.0
|
||||
5.5,0.14,0.20850433196534426,0.7829457364341085,0.4391304347826087,129.0
|
||||
6.0,0.14,0.20122549019607844,0.7214285714285714,0.4190871369294606,140.0
|
||||
6.5,0.14,0.1672268907563025,0.5771428571428572,0.36594202898550726,175.0
|
||||
7.0,0.14,0.14585645578986312,0.47641509433962265,0.3226837060702875,212.0
|
||||
7.5,0.14,0.10216795051353875,0.3005952380952381,0.2311212814645309,336.0
|
||||
1.0,0.15,0.37036497767423804,1.0,0.5,101.0
|
||||
1.5,0.15,0.36036691904484563,1.0,0.5,101.0
|
||||
2.0,0.15,0.35255290234905845,1.0,0.5,101.0
|
||||
2.5,0.15,0.3493981751116288,1.0,0.5,101.0
|
||||
3.0,0.15,0.3480392156862745,0.9901960784313726,0.4975369458128079,102.0
|
||||
3.5,0.15,0.34475537787930705,0.9805825242718447,0.4950980392156863,103.0
|
||||
4.0,0.15,0.34837235865219873,0.9805825242718447,0.4950980392156863,103.0
|
||||
4.5,0.15,0.3258258258258258,0.9099099099099099,0.47641509433962265,111.0
|
||||
5.0,0.15,0.3237076648841355,0.9181818181818182,0.4786729857819905,110.0
|
||||
5.5,0.15,0.30232947880006705,0.8632478632478633,0.463302752293578,117.0
|
||||
6.0,0.15,0.2957248473159756,0.8278688524590164,0.452914798206278,122.0
|
||||
6.5,0.15,0.22986804784807005,0.6352201257861635,0.38846153846153847,159.0
|
||||
7.0,0.15,0.15203828566999922,0.39920948616600793,0.2853107344632768,253.0
|
||||
7.5,0.15,0.10432479443390259,0.271505376344086,0.2135306553911205,372.0
|
||||
1.0,0.16,0.40870704717530576,1.0,0.5,101.0
|
||||
1.5,0.16,0.4099204038050864,1.0,0.5,101.0
|
||||
2.0,0.16,0.39845251826220685,0.9901960784313726,0.4975369458128079,102.0
|
||||
2.5,0.16,0.39511745292176276,1.0,0.5,101.0
|
||||
3.0,0.16,0.4057949912638323,1.0,0.5,101.0
|
||||
3.5,0.16,0.40695981362842165,1.0,0.5,101.0
|
||||
4.0,0.16,0.4024842946887493,0.9805825242718447,0.4950980392156863,103.0
|
||||
4.5,0.16,0.3882447209653092,0.9711538461538461,0.4926829268292683,104.0
|
||||
5.0,0.16,0.4009515570934256,0.9901960784313726,0.4975369458128079,102.0
|
||||
5.5,0.16,0.37219251336898396,0.9181818181818182,0.4786729857819905,110.0
|
||||
6.0,0.16,0.34126786307743434,0.8559322033898306,0.4611872146118721,118.0
|
||||
6.5,0.16,0.310105580693816,0.7769230769230769,0.43722943722943725,130.0
|
||||
7.0,0.16,0.27992238562091504,0.7013888888888888,0.4122448979591837,144.0
|
||||
7.5,0.16,0.20819364015036065,0.5233160621761658,0.3435374149659864,193.0
|
||||
|
@@ -0,0 +1,8 @@
|
||||
{
|
||||
"duration": 1056.983127202002,
|
||||
"name": "2d_BER_FER_DFR_20433484",
|
||||
"platform": "Linux-6.1.6-arch1-1-x86_64-with-glibc2.36",
|
||||
"omega": 0.05,
|
||||
"K": 200,
|
||||
"end_time": "2023-01-17 18:58:33.496993"
|
||||
}
|
||||
@@ -0,0 +1,171 @@
|
||||
SNR,gamma,BER,FER,DFR,num_iterations
|
||||
1.0,0.0,0.13041157056882158,1.0,0.5,101.0
|
||||
1.5,0.0,0.11803533294505922,1.0,0.5,101.0
|
||||
2.0,0.0,0.10337798485730926,1.0,0.5,101.0
|
||||
2.5,0.0,0.09109881576392934,1.0,0.5,101.0
|
||||
3.0,0.0,0.0828965249466123,1.0,0.5,101.0
|
||||
3.5,0.0,0.0648417782954766,1.0,0.5,101.0
|
||||
4.0,0.0,0.05547466511357018,1.0,0.5,101.0
|
||||
4.5,0.0,0.04615608619685498,1.0,0.5,101.0
|
||||
5.0,0.0,0.03751698699281693,1.0,0.5,101.0
|
||||
5.5,0.0,0.028745478774033887,0.9805825242718447,0.4950980392156863,103.0
|
||||
1.0,0.01,0.12682003494467095,1.0,0.5,101.0
|
||||
1.5,0.01,0.10303824500097068,1.0,0.5,101.0
|
||||
2.0,0.01,0.0895202741290691,0.9805825242718447,0.4950980392156863,103.0
|
||||
2.5,0.01,0.06111710739341608,0.926605504587156,0.48095238095238096,109.0
|
||||
3.0,0.01,0.042294603791929994,0.8347107438016529,0.45495495495495497,121.0
|
||||
3.5,0.01,0.0196078431372549,0.5804597701149425,0.36727272727272725,174.0
|
||||
4.0,0.01,0.008482389821132214,0.3166144200626959,0.24047619047619048,319.0
|
||||
4.5,0.01,0.0031009641425631027,0.13950276243093923,0.12242424242424242,724.0
|
||||
5.0,0.01,0.000809970597599116,0.04823304680038205,0.04601366742596811,2094.0
|
||||
5.5,0.01,0.00016017610218320026,0.011786672890652352,0.011649365628604382,8569.0
|
||||
1.0,0.02,0.12759658318773054,1.0,0.5,101.0
|
||||
1.5,0.02,0.10368814192343605,0.9619047619047619,0.49029126213592233,105.0
|
||||
2.0,0.02,0.09073083778966132,0.9181818181818182,0.4786729857819905,110.0
|
||||
2.5,0.02,0.05997927626335087,0.8211382113821138,0.45089285714285715,123.0
|
||||
3.0,0.02,0.038327205882352944,0.63125,0.38697318007662834,160.0
|
||||
3.5,0.02,0.016095037363479593,0.3289902280130293,0.24754901960784315,307.0
|
||||
4.0,0.02,0.005628976994615761,0.14831130690161526,0.12915601023017903,681.0
|
||||
4.5,0.02,0.001486085989181294,0.04374187960155912,0.041908713692946055,2309.0
|
||||
5.0,0.02,0.0003706720496747766,0.012161348585189646,0.012015227218653344,8305.0
|
||||
5.5,0.02,4.3831770108026713e-05,0.0016662542275014435,0.0016634824428486724,60615.0
|
||||
1.0,0.03,0.12842166569598137,1.0,0.5,101.0
|
||||
1.5,0.03,0.10506221719457014,0.9711538461538461,0.4926829268292683,104.0
|
||||
2.0,0.03,0.09215686274509804,0.9181818181818182,0.4786729857819905,110.0
|
||||
2.5,0.03,0.059200603318250375,0.7769230769230769,0.43722943722943725,130.0
|
||||
3.0,0.03,0.039246133235903057,0.6273291925465838,0.38549618320610685,161.0
|
||||
3.5,0.03,0.01752055660974067,0.3258064516129032,0.24574209245742093,310.0
|
||||
4.0,0.03,0.006353001323228678,0.1549079754601227,0.1341301460823373,652.0
|
||||
4.5,0.03,0.0015639997257644316,0.04414335664335664,0.04227710339053997,2288.0
|
||||
5.0,0.03,0.00041049690434868236,0.012680477087256748,0.01252169600793454,7965.0
|
||||
5.5,0.03,4.623396973812682e-05,0.001707176904093844,0.0017042674181192313,59162.0
|
||||
1.0,0.04,0.13046010483401282,1.0,0.5,101.0
|
||||
1.5,0.04,0.10644257703081232,0.9619047619047619,0.49029126213592233,105.0
|
||||
2.0,0.04,0.09255793226381462,0.9181818181818182,0.4786729857819905,110.0
|
||||
2.5,0.04,0.061659374493599095,0.8347107438016529,0.45495495495495497,121.0
|
||||
3.0,0.04,0.037362505978000955,0.6158536585365854,0.38113207547169814,164.0
|
||||
3.5,0.04,0.017938334754191532,0.36594202898550726,0.26790450928381965,276.0
|
||||
4.0,0.04,0.006777361022169365,0.15707620528771385,0.135752688172043,643.0
|
||||
4.5,0.04,0.001880984952120383,0.05872093023255814,0.05546403075233388,1720.0
|
||||
5.0,0.04,0.00047726234453046763,0.015584014812528931,0.01534487997569128,6481.0
|
||||
5.5,0.04,5.9633434663944794e-05,0.002381176914371935,0.0023755203800832608,42416.0
|
||||
1.0,0.05,0.13012036497767424,1.0,0.5,101.0
|
||||
1.5,0.05,0.10630252100840336,0.9619047619047619,0.49029126213592233,105.0
|
||||
2.0,0.05,0.09390178089584458,0.926605504587156,0.48095238095238096,109.0
|
||||
2.5,0.05,0.060058669136946116,0.7952755905511811,0.44298245614035087,127.0
|
||||
3.0,0.05,0.03856825749167592,0.6352201257861635,0.38846153846153847,159.0
|
||||
3.5,0.05,0.020580454403983817,0.4007936507936508,0.28611898016997167,252.0
|
||||
4.0,0.05,0.008242486183662655,0.19498069498069498,0.1631663974151858,518.0
|
||||
4.5,0.05,0.0024946180252516438,0.07492581602373888,0.06970324361628709,1348.0
|
||||
5.0,0.05,0.0006870391739773196,0.023871425194989363,0.023314866112650046,4231.0
|
||||
5.5,0.05,0.0001187199352756501,0.005033138984402253,0.005007933359777866,20067.0
|
||||
1.0,0.06,0.13963308095515434,1.0,0.5,101.0
|
||||
1.5,0.06,0.12782805429864252,0.9711538461538461,0.4926829268292683,104.0
|
||||
2.0,0.06,0.11363211951447245,0.9619047619047619,0.49029126213592233,105.0
|
||||
2.5,0.06,0.093968837535014,0.9017857142857143,0.47417840375586856,112.0
|
||||
3.0,0.06,0.08508986928104575,0.8416666666666667,0.45701357466063347,120.0
|
||||
3.5,0.06,0.07619485294117648,0.63125,0.38697318007662834,160.0
|
||||
4.0,0.06,0.06640495181123297,0.4279661016949153,0.2997032640949555,236.0
|
||||
4.5,0.06,0.04242399206873761,0.28370786516853935,0.2210065645514223,356.0
|
||||
5.0,0.06,0.025403188216649577,0.1600633914421553,0.13797814207650272,631.0
|
||||
5.5,0.06,0.018433179723502304,0.09308755760368663,0.0851602023608769,1085.0
|
||||
1.0,0.07,0.20889147738303243,1.0,0.5,101.0
|
||||
1.5,0.07,0.19986410405746458,1.0,0.5,101.0
|
||||
2.0,0.07,0.19626879878164857,0.9805825242718447,0.4950980392156863,103.0
|
||||
2.5,0.07,0.19612648981161093,0.9901960784313726,0.4975369458128079,102.0
|
||||
3.0,0.07,0.1917420814479638,0.9711538461538461,0.4926829268292683,104.0
|
||||
3.5,0.07,0.1957720588235294,0.9017857142857143,0.47417840375586856,112.0
|
||||
4.0,0.07,0.14399509803921567,0.6644736842105263,0.39920948616600793,152.0
|
||||
4.5,0.07,0.13647504456327986,0.5738636363636364,0.36462093862815886,176.0
|
||||
5.0,0.07,0.12161634565330556,0.4469026548672566,0.308868501529052,226.0
|
||||
5.5,0.07,0.07485094351220112,0.3166144200626959,0.24047619047619048,319.0
|
||||
1.0,0.08,0.2632013201320132,1.0,0.5,101.0
|
||||
1.5,0.08,0.26635604736944285,1.0,0.5,101.0
|
||||
2.0,0.08,0.25413302575932334,0.9901960784313726,0.4975369458128079,102.0
|
||||
2.5,0.08,0.27674238012036495,1.0,0.5,101.0
|
||||
3.0,0.08,0.26018838908112263,0.9901960784313726,0.4975369458128079,102.0
|
||||
3.5,0.08,0.24689250700280113,0.9017857142857143,0.47417840375586856,112.0
|
||||
4.0,0.08,0.2452281797674822,0.8938053097345132,0.4719626168224299,113.0
|
||||
4.5,0.08,0.2685277500830841,0.8559322033898306,0.4611872146118721,118.0
|
||||
5.0,0.08,0.1766712532966403,0.5906432748538012,0.3713235294117647,171.0
|
||||
5.5,0.08,0.1536550103912533,0.46543778801843316,0.31761006289308175,217.0
|
||||
1.0,0.09,0.3060085420306737,1.0,0.5,101.0
|
||||
1.5,0.09,0.30348476024072996,1.0,0.5,101.0
|
||||
2.0,0.09,0.30401863715783345,1.0,0.5,101.0
|
||||
2.5,0.09,0.3125121335662978,1.0,0.5,101.0
|
||||
3.0,0.09,0.3019511726259131,0.9901960784313726,0.4975369458128079,102.0
|
||||
3.5,0.09,0.31381975867269984,0.9711538461538461,0.4926829268292683,104.0
|
||||
4.0,0.09,0.2743748875697068,0.926605504587156,0.48095238095238096,109.0
|
||||
4.5,0.09,0.26221599751011515,0.8015873015873016,0.44493392070484583,126.0
|
||||
5.0,0.09,0.2593759726112667,0.8015873015873016,0.44493392070484583,126.0
|
||||
5.5,0.09,0.25,0.7426470588235294,0.42616033755274263,136.0
|
||||
1.0,0.1,0.3504659289458358,1.0,0.5,101.0
|
||||
1.5,0.1,0.34017666472529606,1.0,0.5,101.0
|
||||
2.0,0.1,0.3299359347699476,1.0,0.5,101.0
|
||||
2.5,0.1,0.35085420306736553,1.0,0.5,101.0
|
||||
3.0,0.1,0.3425548437196661,1.0,0.5,101.0
|
||||
3.5,0.1,0.3208427601809955,0.9711538461538461,0.4926829268292683,104.0
|
||||
4.0,0.1,0.3398378582202112,0.9711538461538461,0.4926829268292683,104.0
|
||||
4.5,0.1,0.2778876256384907,0.8487394957983193,0.4590909090909091,119.0
|
||||
5.0,0.1,0.2815638450502152,0.8211382113821138,0.45089285714285715,123.0
|
||||
5.5,0.1,0.23818592185075468,0.7266187050359713,0.42083333333333334,139.0
|
||||
1.0,0.11,0.36633663366336633,1.0,0.5,101.0
|
||||
1.5,0.11,0.35774606872451953,1.0,0.5,101.0
|
||||
2.0,0.11,0.3492040380508639,1.0,0.5,101.0
|
||||
2.5,0.11,0.36740438749757326,1.0,0.5,101.0
|
||||
3.0,0.11,0.3654144826247331,1.0,0.5,101.0
|
||||
3.5,0.11,0.35391186177441275,1.0,0.5,101.0
|
||||
4.0,0.11,0.36538461538461536,0.9711538461538461,0.4926829268292683,104.0
|
||||
4.5,0.11,0.34916351861845657,0.926605504587156,0.48095238095238096,109.0
|
||||
5.0,0.11,0.3227124183006536,0.8859649122807017,0.4697674418604651,114.0
|
||||
5.5,0.11,0.34650468883205454,0.8782608695652174,0.4675925925925926,115.0
|
||||
1.0,0.12,0.40166957872257814,1.0,0.5,101.0
|
||||
1.5,0.12,0.37919821393904096,1.0,0.5,101.0
|
||||
2.0,0.12,0.3928363424577752,1.0,0.5,101.0
|
||||
2.5,0.12,0.38827412152980006,1.0,0.5,101.0
|
||||
3.0,0.12,0.38211026985051444,1.0,0.5,101.0
|
||||
3.5,0.12,0.42176276451174527,1.0,0.5,101.0
|
||||
4.0,0.12,0.38475586312956556,0.9901960784313726,0.4975369458128079,102.0
|
||||
4.5,0.12,0.3806542418947777,1.0,0.5,101.0
|
||||
5.0,0.12,0.41387927720107653,0.9901960784313726,0.4975369458128079,102.0
|
||||
5.5,0.12,0.4516217702034085,0.9439252336448598,0.4855769230769231,107.0
|
||||
1.0,0.13,0.4370995923121724,1.0,0.5,101.0
|
||||
1.5,0.13,0.45971655989128324,1.0,0.5,101.0
|
||||
2.0,0.13,0.45520287322849934,1.0,0.5,101.0
|
||||
2.5,0.13,0.4187051058046981,1.0,0.5,101.0
|
||||
3.0,0.13,0.4418074160357212,1.0,0.5,101.0
|
||||
3.5,0.13,0.4629198213939041,1.0,0.5,101.0
|
||||
4.0,0.13,0.4772859638905067,1.0,0.5,101.0
|
||||
4.5,0.13,0.4520750047591852,0.9805825242718447,0.4950980392156863,103.0
|
||||
5.0,0.13,0.4471577621874438,0.926605504587156,0.48095238095238096,109.0
|
||||
5.5,0.13,0.4532952069716776,0.9351851851851852,0.48325358851674644,108.0
|
||||
1.0,0.14,0.49155503785672683,1.0,0.5,101.0
|
||||
1.5,0.14,0.4717045233935158,1.0,0.5,101.0
|
||||
2.0,0.14,0.47316055134925256,1.0,0.5,101.0
|
||||
2.5,0.14,0.48786643370219374,1.0,0.5,101.0
|
||||
3.0,0.14,0.4816055134925257,1.0,0.5,101.0
|
||||
3.5,0.14,0.4835468841001747,1.0,0.5,101.0
|
||||
4.0,0.14,0.4920889147738303,1.0,0.5,101.0
|
||||
4.5,0.14,0.48755286428296807,0.9901960784313726,0.4975369458128079,102.0
|
||||
5.0,0.14,0.4675124951941561,0.9901960784313726,0.4975369458128079,102.0
|
||||
5.5,0.14,0.44789915966386556,0.9619047619047619,0.49029126213592233,105.0
|
||||
1.0,0.15,0.484469035138808,1.0,0.5,101.0
|
||||
1.5,0.15,0.503445932828577,1.0,0.5,101.0
|
||||
2.0,0.15,0.4925257231605514,1.0,0.5,101.0
|
||||
2.5,0.15,0.49694234129295284,1.0,0.5,101.0
|
||||
3.0,0.15,0.49349640846437587,1.0,0.5,101.0
|
||||
3.5,0.15,0.48306154144826247,1.0,0.5,101.0
|
||||
4.0,0.15,0.4417103475053388,1.0,0.5,101.0
|
||||
4.5,0.15,0.4343041138023837,0.9901960784313726,0.4975369458128079,102.0
|
||||
5.0,0.15,0.3842854449472097,0.9711538461538461,0.4926829268292683,104.0
|
||||
5.5,0.15,0.31829104190695884,0.9901960784313726,0.4975369458128079,102.0
|
||||
1.0,0.16,0.49213744903902157,1.0,0.5,101.0
|
||||
1.5,0.16,0.4996117258784702,1.0,0.5,101.0
|
||||
2.0,0.16,0.48985633857503397,1.0,0.5,101.0
|
||||
2.5,0.16,0.4789361289070084,1.0,0.5,101.0
|
||||
3.0,0.16,0.4693263443991458,1.0,0.5,101.0
|
||||
3.5,0.16,0.4420986216268686,1.0,0.5,101.0
|
||||
4.0,0.16,0.40870704717530576,1.0,0.5,101.0
|
||||
4.5,0.16,0.3709150326797386,0.9901960784313726,0.4975369458128079,102.0
|
||||
5.0,0.16,0.27003205128205127,0.9711538461538461,0.4926829268292683,104.0
|
||||
5.5,0.16,0.21101774042950514,0.9619047619047619,0.49029126213592233,105.0
|
||||
|
@@ -0,0 +1,8 @@
|
||||
{
|
||||
"duration": 198.41980844998034,
|
||||
"name": "2d_BER_FER_DFR_20455187",
|
||||
"platform": "Linux-6.1.6-arch1-3-x86_64-with-glibc2.36",
|
||||
"omega": 0.05,
|
||||
"K": 200,
|
||||
"end_time": "2023-01-23 22:13:26.097517"
|
||||
}
|
||||
@@ -0,0 +1,171 @@
|
||||
SNR,gamma,BER,FER,DFR,num_iterations
|
||||
1.0,0.0,0.1327412152980004,1.0,0.5,101.0
|
||||
1.5,0.0,0.12002523781789944,1.0,0.5,101.0
|
||||
2.0,0.0,0.10524655406717143,1.0,0.5,101.0
|
||||
2.5,0.0,0.09148708988545913,1.0,0.5,101.0
|
||||
3.0,0.0,0.07806736556008542,1.0,0.5,101.0
|
||||
3.5,0.0,0.06503591535624151,1.0,0.5,101.0
|
||||
4.0,0.0,0.05629974762182101,1.0,0.5,101.0
|
||||
4.5,0.0,0.04416618132401475,1.0,0.5,101.0
|
||||
5.0,0.0,0.03792952824694234,1.0,0.5,101.0
|
||||
5.5,0.0,0.03026111434672879,1.0,0.5,101.0
|
||||
1.0,0.01,0.09954377790720248,1.0,0.5,101.0
|
||||
1.5,0.01,0.07544651523975927,1.0,0.5,101.0
|
||||
2.0,0.01,0.05896913220733838,1.0,0.5,101.0
|
||||
2.5,0.01,0.03996796738497379,1.0,0.5,101.0
|
||||
3.0,0.01,0.025080906148867314,0.9805825242718447,0.4950980392156863,103.0
|
||||
3.5,0.01,0.016302392516639685,0.926605504587156,0.48095238095238096,109.0
|
||||
4.0,0.01,0.00897406206577119,0.7952755905511811,0.44298245614035087,127.0
|
||||
4.5,0.01,0.0034208870714061024,0.5401069518716578,0.3506944444444444,187.0
|
||||
5.0,0.01,0.0016993464052287581,0.33666666666666667,0.2518703241895262,300.0
|
||||
5.5,0.01,0.0007873385288779759,0.18330308529945555,0.1549079754601227,551.0
|
||||
1.0,0.02,0.09811201708406135,1.0,0.5,101.0
|
||||
1.5,0.02,0.07202484954377791,1.0,0.5,101.0
|
||||
2.0,0.02,0.05518345952242283,1.0,0.5,101.0
|
||||
2.5,0.02,0.03207282913165266,0.9619047619047619,0.49029126213592233,105.0
|
||||
3.0,0.02,0.017694882831181254,0.8211382113821138,0.45089285714285715,123.0
|
||||
3.5,0.02,0.009183611716291454,0.6234567901234568,0.3840304182509506,162.0
|
||||
4.0,0.02,0.0037088420273769887,0.38113207547169814,0.27595628415300544,265.0
|
||||
4.5,0.02,0.0014432168806608938,0.17089678510998307,0.14595375722543352,591.0
|
||||
5.0,0.02,0.00044169611307420494,0.059481743227326266,0.05614230127848805,1698.0
|
||||
5.5,0.02,0.00012734797835084368,0.019293218720152817,0.018928035982008994,5235.0
|
||||
1.0,0.03,0.09905843525529023,1.0,0.5,101.0
|
||||
1.5,0.03,0.07076295864880605,1.0,0.5,101.0
|
||||
2.0,0.03,0.05387303436225976,1.0,0.5,101.0
|
||||
2.5,0.03,0.02882090336134454,0.9017857142857143,0.47417840375586856,112.0
|
||||
3.0,0.03,0.014161220043572984,0.6601307189542484,0.39763779527559057,153.0
|
||||
3.5,0.03,0.006363949088407293,0.44298245614035087,0.3069908814589666,228.0
|
||||
4.0,0.03,0.0021808322527407755,0.20240480961923848,0.16833333333333333,499.0
|
||||
4.5,0.03,0.0008810872909243142,0.1002979145978153,0.09115523465703972,1007.0
|
||||
5.0,0.03,0.0002742744843639694,0.03276029841063899,0.03172110552763819,3083.0
|
||||
5.5,0.03,8.158493387659922e-05,0.01088010341484434,0.01076300085251492,9283.0
|
||||
1.0,0.04,0.10039312754804892,1.0,0.5,101.0
|
||||
1.5,0.04,0.07076295864880605,1.0,0.5,101.0
|
||||
2.0,0.04,0.051965497737556564,0.9711538461538461,0.4926829268292683,104.0
|
||||
2.5,0.04,0.026656943769243234,0.8347107438016529,0.45495495495495497,121.0
|
||||
3.0,0.04,0.013190730837789662,0.6121212121212121,0.37969924812030076,165.0
|
||||
3.5,0.04,0.005154908938664434,0.3594306049822064,0.2643979057591623,281.0
|
||||
4.0,0.04,0.0018190870098039216,0.1578125,0.13630229419703105,640.0
|
||||
4.5,0.04,0.0007194064807277609,0.07356154406409322,0.06852103120759837,1373.0
|
||||
5.0,0.04,0.0002228774281555953,0.02766365379348124,0.026918976545842216,3651.0
|
||||
5.5,0.04,7.447663891990073e-05,0.00993214672042482,0.009834469328140215,10169.0
|
||||
1.0,0.05,0.10167928557561638,1.0,0.5,101.0
|
||||
1.5,0.05,0.07151523975927004,1.0,0.5,101.0
|
||||
2.0,0.05,0.05165556788753237,0.9528301886792453,0.48792270531400966,106.0
|
||||
2.5,0.05,0.0284432321315623,0.8145161290322581,0.4488888888888889,124.0
|
||||
3.0,0.05,0.012762501450284255,0.5976331360946746,0.37407407407407406,169.0
|
||||
3.5,0.05,0.004894130176032074,0.3226837060702875,0.24396135265700483,313.0
|
||||
4.0,0.05,0.0016947171575502572,0.14165497896213183,0.12407862407862408,713.0
|
||||
4.5,0.05,0.0006147052551026808,0.06461932181701856,0.060697115384615384,1563.0
|
||||
5.0,0.05,0.00019840704095501507,0.02447891420261755,0.023894014667612963,4126.0
|
||||
5.5,0.05,7.173370936898876e-05,0.00972369307788582,0.009630053394355454,10387.0
|
||||
1.0,0.06,0.10252863521646283,1.0,0.5,101.0
|
||||
1.5,0.06,0.07224325373713841,1.0,0.5,101.0
|
||||
2.0,0.06,0.04353715170278638,0.8859649122807017,0.4697674418604651,114.0
|
||||
2.5,0.06,0.028862745098039214,0.808,0.4469026548672566,125.0
|
||||
3.0,0.06,0.012603128683167255,0.5519125683060109,0.35563380281690143,183.0
|
||||
3.5,0.06,0.004949552636588616,0.3268608414239482,0.24634146341463414,309.0
|
||||
4.0,0.06,0.001551538046411225,0.13237221494102228,0.11689814814814815,763.0
|
||||
4.5,0.06,0.0006391740505093875,0.06702057067020571,0.06281094527363185,1507.0
|
||||
5.0,0.06,0.00020591230382173236,0.02571283095723014,0.02506825515016133,3928.0
|
||||
5.5,0.06,8.264995289216742e-05,0.01088127558715794,0.010764147927102206,9282.0
|
||||
1.0,0.07,0.10408173170258202,1.0,0.5,101.0
|
||||
1.5,0.07,0.06858120606733259,0.9528301886792453,0.48792270531400966,106.0
|
||||
2.0,0.07,0.042735042735042736,0.8632478632478633,0.463302752293578,117.0
|
||||
2.5,0.07,0.02873629766867377,0.7952755905511811,0.44298245614035087,127.0
|
||||
3.0,0.07,0.013418079096045197,0.5706214689265536,0.36330935251798563,177.0
|
||||
3.5,0.07,0.0048166418466120626,0.31962025316455694,0.2422062350119904,316.0
|
||||
4.0,0.07,0.0017955261763311298,0.14366998577524892,0.1256218905472637,703.0
|
||||
4.5,0.07,0.0006143042458713765,0.06424936386768448,0.06037059175134489,1572.0
|
||||
5.0,0.07,0.00020633253301320528,0.02576530612244898,0.02511812981845312,3920.0
|
||||
5.5,0.07,7.564137897978503e-05,0.010287227541250764,0.01018247807238633,9818.0
|
||||
1.0,0.08,0.09738400310619297,1.0,0.5,101.0
|
||||
1.5,0.08,0.06936736958934517,0.9528301886792453,0.48792270531400966,106.0
|
||||
2.0,0.08,0.043842968221771465,0.8706896551724138,0.46543778801843316,116.0
|
||||
2.5,0.08,0.029508259996912152,0.7952755905511811,0.44298245614035087,127.0
|
||||
3.0,0.08,0.01276152919268266,0.5642458100558659,0.3607142857142857,179.0
|
||||
3.5,0.08,0.0051383897610491145,0.3247588424437299,0.24514563106796117,311.0
|
||||
4.0,0.08,0.0018155410312273058,0.14387464387464388,0.12577833125778332,702.0
|
||||
4.5,0.08,0.0006484158993480963,0.06532988357050452,0.06132361870066788,1546.0
|
||||
5.0,0.08,0.00023576161075556558,0.027678816114003836,0.026933333333333333,3649.0
|
||||
5.5,0.08,7.741265230371984e-05,0.010390946502057612,0.01028408512371449,9720.0
|
||||
1.0,0.09,0.09808774995146574,1.0,0.5,101.0
|
||||
1.5,0.09,0.07047724750277469,0.9528301886792453,0.48792270531400966,106.0
|
||||
2.0,0.09,0.04428815004262575,0.8782608695652174,0.4675925925925926,115.0
|
||||
2.5,0.09,0.0311453849832616,0.8211382113821138,0.45089285714285715,123.0
|
||||
3.0,0.09,0.013280893752849977,0.5872093023255814,0.36996336996337,172.0
|
||||
3.5,0.09,0.00498517308157831,0.3117283950617284,0.2376470588235294,324.0
|
||||
4.0,0.09,0.0018756808278867102,0.14027777777777778,0.12302070645554203,720.0
|
||||
4.5,0.09,0.0007000367902546703,0.07018763029881862,0.06558441558441558,1439.0
|
||||
5.0,0.09,0.00022185312925494433,0.027289921642799243,0.026564965807469754,3701.0
|
||||
5.5,0.09,7.948846591390057e-05,0.010634937348636412,0.010523025630339654,9497.0
|
||||
1.0,0.1,0.0993739079790332,1.0,0.5,101.0
|
||||
1.5,0.1,0.0714829621168856,0.9805825242718447,0.4950980392156863,103.0
|
||||
2.0,0.1,0.044159905341446926,0.8706896551724138,0.46543778801843316,116.0
|
||||
2.5,0.1,0.03134167052647831,0.7952755905511811,0.44298245614035087,127.0
|
||||
3.0,0.1,0.012507992327365729,0.5489130434782609,0.3543859649122807,184.0
|
||||
3.5,0.1,0.004879543280726925,0.3079268292682927,0.23543123543123542,328.0
|
||||
4.0,0.1,0.001969979911156382,0.14574314574314573,0.12720403022670027,693.0
|
||||
4.5,0.1,0.0006428801028608164,0.06368221941992434,0.05986959098992294,1586.0
|
||||
5.0,0.1,0.00026748252878467575,0.033300362677217275,0.032227185705169116,3033.0
|
||||
5.5,0.1,8.931155488025469e-05,0.011646678966789668,0.01151259546335347,8672.0
|
||||
1.0,0.11,0.10090273733255678,1.0,0.5,101.0
|
||||
1.5,0.11,0.07425999245852187,0.9711538461538461,0.4926829268292683,104.0
|
||||
2.0,0.11,0.047407120743034055,0.8859649122807017,0.4697674418604651,114.0
|
||||
2.5,0.11,0.032392156862745096,0.808,0.4469026548672566,125.0
|
||||
3.0,0.11,0.01542016806722689,0.5771428571428572,0.36594202898550726,175.0
|
||||
3.5,0.11,0.005979753464903877,0.3289902280130293,0.24754901960784315,307.0
|
||||
4.0,0.11,0.002810983548348917,0.20321931589537223,0.1688963210702341,497.0
|
||||
4.5,0.11,0.0009884699760216316,0.08759757155247182,0.08054226475279107,1153.0
|
||||
5.0,0.11,0.00030246450404546277,0.029961435775734204,0.029089861751152073,3371.0
|
||||
5.5,0.11,0.00011746755783627398,0.013597199784598816,0.013414796121662903,7428.0
|
||||
1.0,0.12,0.11767132595612502,1.0,0.5,101.0
|
||||
1.5,0.12,0.08668219763152786,1.0,0.5,101.0
|
||||
2.0,0.12,0.06310160427807486,0.9181818181818182,0.4786729857819905,110.0
|
||||
2.5,0.12,0.04702949555890732,0.8632478632478633,0.463302752293578,117.0
|
||||
3.0,0.12,0.030303030303030304,0.7062937062937062,0.4139344262295082,143.0
|
||||
3.5,0.12,0.018493761140819964,0.5401069518716578,0.3506944444444444,187.0
|
||||
4.0,0.12,0.009836492736629536,0.33554817275747506,0.2512437810945274,301.0
|
||||
4.5,0.12,0.005295641572691252,0.17443868739205526,0.14852941176470588,579.0
|
||||
5.0,0.12,0.003074199765376236,0.10790598290598291,0.09739633558341369,936.0
|
||||
5.5,0.12,0.0016318163822383364,0.0536663124335813,0.050932929904185575,1882.0
|
||||
1.0,0.13,0.18137254901960784,1.0,0.5,101.0
|
||||
1.5,0.13,0.16142496602601436,1.0,0.5,101.0
|
||||
2.0,0.13,0.13886485966935794,0.9901960784313726,0.4975369458128079,102.0
|
||||
2.5,0.13,0.13096971461852067,1.0,0.5,101.0
|
||||
3.0,0.13,0.11723856209150327,0.9901960784313726,0.4975369458128079,102.0
|
||||
3.5,0.13,0.10651056539120503,0.9805825242718447,0.4950980392156863,103.0
|
||||
4.0,0.13,0.10336538461538461,0.9711538461538461,0.4926829268292683,104.0
|
||||
4.5,0.13,0.10147058823529412,0.9181818181818182,0.4786729857819905,110.0
|
||||
5.0,0.13,0.08615505025539627,0.8487394957983193,0.4590909090909091,119.0
|
||||
5.5,0.13,0.09505347593582887,0.9181818181818182,0.4786729857819905,110.0
|
||||
1.0,0.14,0.2747524752475248,1.0,0.5,101.0
|
||||
1.5,0.14,0.26174529217627646,1.0,0.5,101.0
|
||||
2.0,0.14,0.25575131042516014,1.0,0.5,101.0
|
||||
2.5,0.14,0.24847117064647642,1.0,0.5,101.0
|
||||
3.0,0.14,0.24291399728208116,1.0,0.5,101.0
|
||||
3.5,0.14,0.2360221316249272,1.0,0.5,101.0
|
||||
4.0,0.14,0.23315860997864493,1.0,0.5,101.0
|
||||
4.5,0.14,0.22270280661284123,0.9901960784313726,0.4975369458128079,102.0
|
||||
5.0,0.14,0.22541739468064453,1.0,0.5,101.0
|
||||
5.5,0.14,0.22677517608985343,0.9805825242718447,0.4950980392156863,103.0
|
||||
1.0,0.15,0.34425354300135896,1.0,0.5,101.0
|
||||
1.5,0.15,0.3462677150067948,1.0,0.5,101.0
|
||||
2.0,0.15,0.33083381867598527,1.0,0.5,101.0
|
||||
2.5,0.15,0.3319258396427878,1.0,0.5,101.0
|
||||
3.0,0.15,0.32052028732284993,1.0,0.5,101.0
|
||||
3.5,0.15,0.319889341875364,1.0,0.5,101.0
|
||||
4.0,0.15,0.32469423412929527,1.0,0.5,101.0
|
||||
4.5,0.15,0.31624927198602215,1.0,0.5,101.0
|
||||
5.0,0.15,0.326465734808775,1.0,0.5,101.0
|
||||
5.5,0.15,0.32002114571318724,0.9901960784313726,0.4975369458128079,102.0
|
||||
1.0,0.16,0.4066928751698699,1.0,0.5,101.0
|
||||
1.5,0.16,0.400237817899437,1.0,0.5,101.0
|
||||
2.0,0.16,0.3921083284799068,1.0,0.5,101.0
|
||||
2.5,0.16,0.3986847214133178,1.0,0.5,101.0
|
||||
3.0,0.16,0.3947777130654242,1.0,0.5,101.0
|
||||
3.5,0.16,0.39315181518151815,1.0,0.5,101.0
|
||||
4.0,0.16,0.3928606095903708,1.0,0.5,101.0
|
||||
4.5,0.16,0.3902397592700447,1.0,0.5,101.0
|
||||
5.0,0.16,0.3845855173752669,1.0,0.5,101.0
|
||||
5.5,0.16,0.39101630751310423,1.0,0.5,101.0
|
||||
|
@@ -0,0 +1,8 @@
|
||||
{
|
||||
"duration": 560.566807908006,
|
||||
"name": "2d_BER_FER_DFR_40833844",
|
||||
"platform": "Linux-6.1.6-arch1-3-x86_64-with-glibc2.36",
|
||||
"omega": 0.05,
|
||||
"K": 200,
|
||||
"end_time": "2023-01-23 21:30:08.407054"
|
||||
}
|
||||
@@ -0,0 +1,171 @@
|
||||
SNR,gamma,BER,FER,DFR,num_iterations
|
||||
1.0,0.0,0.1346947194719472,1.0,0.5,101.0
|
||||
1.5,0.0,0.11117986798679869,1.0,0.5,101.0
|
||||
2.0,0.0,0.09674092409240924,1.0,0.5,101.0
|
||||
2.5,0.0,0.08745874587458746,1.0,0.5,101.0
|
||||
3.0,0.0,0.07466996699669967,1.0,0.5,101.0
|
||||
3.5,0.0,0.06775990099009901,1.0,0.5,101.0
|
||||
4.0,0.0,0.06012788778877888,1.0,0.5,101.0
|
||||
4.5,0.0,0.0445995145631068,0.9805825242718447,0.4950980392156863,103.0
|
||||
5.0,0.0,0.03786057692307692,0.9711538461538461,0.4926829268292683,104.0
|
||||
5.5,0.0,0.0294811320754717,0.9528301886792453,0.48792270531400966,106.0
|
||||
1.0,0.01,0.10416666666666667,0.9711538461538461,0.4926829268292683,104.0
|
||||
1.5,0.01,0.07615959119496855,0.9528301886792453,0.4854368932038835,106.0
|
||||
2.0,0.01,0.04875341530054645,0.8278688524590164,0.452914798206278,122.0
|
||||
2.5,0.01,0.041901629072681704,0.7593984962406015,0.43162393162393164,133.0
|
||||
3.0,0.01,0.024725274725274724,0.554945054945055,0.3568904593639576,182.0
|
||||
3.5,0.01,0.012889105058365758,0.39299610894941633,0.28212290502793297,257.0
|
||||
4.0,0.01,0.008898305084745763,0.3423728813559322,0.255050505050505,295.0
|
||||
4.5,0.01,0.004365257793764988,0.18165467625899281,0.1537290715372907,556.0
|
||||
5.0,0.01,0.0024319903581267216,0.10433884297520661,0.09448082319925163,968.0
|
||||
5.5,0.01,0.0008933129147524247,0.0515569167942828,0.04902912621359223,1959.0
|
||||
1.0,0.02,0.10212053571428571,0.9017857142857143,0.47417840375586856,112.0
|
||||
1.5,0.02,0.06855413105413105,0.8632478632478633,0.463302752293578,117.0
|
||||
2.0,0.02,0.04114906832298137,0.6273291925465838,0.38549618320610685,161.0
|
||||
2.5,0.02,0.031361408199643497,0.5401069518716578,0.3506944444444444,187.0
|
||||
3.0,0.02,0.017597087378640776,0.3268608414239482,0.24449877750611246,309.0
|
||||
3.5,0.02,0.010438413361169102,0.21085594989561587,0.17271157167530224,479.0
|
||||
4.0,0.02,0.005260028949545079,0.12531017369727046,0.1113561190738699,806.0
|
||||
4.5,0.02,0.0022165770073719867,0.06037059175134489,0.05640157924421884,1673.0
|
||||
5.0,0.02,0.0007308728050759923,0.022355024347056218,0.021442495126705652,4518.0
|
||||
5.5,0.02,0.00026402608673456365,0.007734129718967761,0.007523939808481532,13059.0
|
||||
1.0,0.03,0.10360863095238096,0.9017857142857143,0.47417840375586856,112.0
|
||||
1.5,0.03,0.06602690288713911,0.7952755905511811,0.44298245614035087,127.0
|
||||
2.0,0.03,0.04184222846441948,0.5674157303370787,0.3597122302158273,178.0
|
||||
2.5,0.03,0.030358483483483484,0.45495495495495497,0.3126934984520124,222.0
|
||||
3.0,0.03,0.01581892730496454,0.26861702127659576,0.21008403361344538,376.0
|
||||
3.5,0.03,0.010331805838424983,0.20570264765784113,0.16779661016949152,491.0
|
||||
4.0,0.03,0.004622958693563881,0.09702209414024976,0.08844133099824869,1041.0
|
||||
4.5,0.03,0.0019200598365440747,0.044220665499124345,0.04154427192614352,2284.0
|
||||
5.0,0.03,0.0007336201289101768,0.017917331914138725,0.017259414225941423,5637.0
|
||||
5.5,0.03,0.00024454967103918927,0.006191001593723182,0.005850091407678245,16314.0
|
||||
1.0,0.04,0.10526315789473684,0.8859649122807017,0.4672897196261682,114.0
|
||||
1.5,0.04,0.06615360696517412,0.753731343283582,0.42735042735042733,134.0
|
||||
2.0,0.04,0.040803108808290155,0.5233160621761658,0.3412969283276451,193.0
|
||||
2.5,0.04,0.028255208333333334,0.42083333333333334,0.2961876832844575,240.0
|
||||
3.0,0.04,0.015997942386831276,0.24938271604938272,0.19960474308300397,405.0
|
||||
3.5,0.04,0.009956813819577736,0.19385796545105566,0.1596774193548387,521.0
|
||||
4.0,0.04,0.004163225984035232,0.08340214698596202,0.07627765064836003,1211.0
|
||||
4.5,0.04,0.0022122524752475245,0.05,0.04716981132075472,2020.0
|
||||
5.0,0.04,0.0007477800841838206,0.017471025774087528,0.01683673469387755,5781.0
|
||||
5.5,0.04,0.00023787331546856188,0.005883723639753,0.005561348627042058,17166.0
|
||||
1.0,0.05,0.10697463768115942,0.8782608695652174,0.46511627906976744,115.0
|
||||
1.5,0.05,0.06957697201017812,0.7709923664122137,0.4329004329004329,131.0
|
||||
2.0,0.05,0.041161003236245955,0.49029126213592233,0.32679738562091504,206.0
|
||||
2.5,0.05,0.030123873873873875,0.45495495495495497,0.3105590062111801,222.0
|
||||
3.0,0.05,0.01552030988274707,0.2537688442211055,0.20240480961923848,398.0
|
||||
3.5,0.05,0.010208333333333333,0.18363636363636363,0.15384615384615385,550.0
|
||||
4.0,0.05,0.004118015012510425,0.08423686405337781,0.07627118644067797,1199.0
|
||||
4.5,0.05,0.002075984714873604,0.0445326278659612,0.04182509505703422,2268.0
|
||||
5.0,0.05,0.0006656446667742456,0.01629820881071486,0.015724269377382465,6197.0
|
||||
5.5,0.05,0.00024361759104975006,0.006010473696738872,0.005562788495679962,16804.0
|
||||
1.0,0.06,0.10860507246376812,0.8782608695652174,0.46511627906976744,115.0
|
||||
1.5,0.06,0.06986215538847118,0.7593984962406015,0.4291845493562232,133.0
|
||||
2.0,0.06,0.04661312849162011,0.5642458100558659,0.35842293906810035,179.0
|
||||
2.5,0.06,0.030640015015015017,0.45495495495495497,0.3105590062111801,222.0
|
||||
3.0,0.06,0.016866364421416234,0.2616580310880829,0.205761316872428,386.0
|
||||
3.5,0.06,0.01060005868544601,0.17781690140845072,0.1497005988023952,568.0
|
||||
4.0,0.06,0.004001374705420267,0.0793401413982718,0.07215743440233237,1273.0
|
||||
4.5,0.06,0.0022383317929759706,0.0466728280961183,0.044169611307420496,2164.0
|
||||
5.0,0.06,0.000717465361273331,0.017347990381312264,0.01622169651909429,5822.0
|
||||
5.5,0.06,0.000246610186169166,0.005962923603731255,0.0055774085598544005,16938.0
|
||||
1.0,0.07,0.10969202898550724,0.8782608695652174,0.4675925925925926,115.0
|
||||
1.5,0.07,0.06571588366890381,0.6778523489932886,0.40160642570281124,149.0
|
||||
2.0,0.07,0.048812984496124034,0.5872093023255814,0.36764705882352944,172.0
|
||||
2.5,0.07,0.031203497023809524,0.45089285714285715,0.30864197530864196,224.0
|
||||
3.0,0.07,0.016545734388742305,0.26649076517150394,0.21041666666666667,379.0
|
||||
3.5,0.07,0.010585281774580336,0.18165467625899281,0.1524390243902439,556.0
|
||||
4.0,0.07,0.004550533448673587,0.08737024221453288,0.07961783439490445,1156.0
|
||||
4.5,0.07,0.0024309055779569893,0.05090725806451613,0.04798464491362764,1984.0
|
||||
5.0,0.07,0.0008353080568720379,0.01914691943127962,0.018422032005954596,5275.0
|
||||
5.5,0.07,0.0002663176322917355,0.006672392151681311,0.0061063690085357844,15137.0
|
||||
1.0,0.08,0.10510587431693989,0.8278688524590164,0.452914798206278,122.0
|
||||
1.5,0.08,0.06693412162162163,0.6824324324324325,0.4032258064516129,148.0
|
||||
2.0,0.08,0.05258534136546185,0.608433734939759,0.37593984962406013,166.0
|
||||
2.5,0.08,0.03162369207772795,0.452914798206278,0.30959752321981426,223.0
|
||||
3.0,0.08,0.017741755793226382,0.2700534759358289,0.2109704641350211,374.0
|
||||
3.5,0.08,0.011236404350607805,0.19385796545105566,0.1610305958132045,521.0
|
||||
4.0,0.08,0.004819789816459443,0.08969804618117229,0.08156606851549755,1126.0
|
||||
4.5,0.08,0.0022914712320200124,0.0473733583489681,0.044802867383512544,2132.0
|
||||
5.0,0.08,0.0007240003432297924,0.01733310451347177,0.01637407157326131,5827.0
|
||||
5.5,0.08,0.00029078074988568814,0.006927297668038409,0.00633817215293396,14580.0
|
||||
1.0,0.09,0.10451388888888889,0.8416666666666667,0.45701357466063347,120.0
|
||||
1.5,0.09,0.06689342403628118,0.6870748299319728,0.4024390243902439,147.0
|
||||
2.0,0.09,0.051277281746031744,0.6011904761904762,0.373134328358209,168.0
|
||||
2.5,0.09,0.03066588785046729,0.4719626168224299,0.32063492063492066,214.0
|
||||
3.0,0.09,0.018720657276995307,0.28450704225352114,0.22149122807017543,355.0
|
||||
3.5,0.09,0.011574074074074073,0.20404040404040405,0.16806722689075632,495.0
|
||||
4.0,0.09,0.004629629629629629,0.0890652557319224,0.08029197080291971,1134.0
|
||||
4.5,0.09,0.0025395778364116096,0.05329815303430079,0.04917210235825389,1895.0
|
||||
5.0,0.09,0.0007872295546314711,0.018260712348580725,0.01758436944937833,5531.0
|
||||
5.5,0.09,0.0002889495751958513,0.006686527639854353,0.006119226213975523,15105.0
|
||||
1.0,0.1,0.10545798898071625,0.8347107438016529,0.45248868778280543,121.0
|
||||
1.5,0.1,0.06906392694063927,0.6917808219178082,0.4065040650406504,146.0
|
||||
2.0,0.1,0.05580849889624724,0.6688741721854304,0.398406374501992,151.0
|
||||
2.5,0.1,0.03563874788494078,0.5126903553299492,0.3367003367003367,197.0
|
||||
3.0,0.1,0.021444187242798354,0.3117283950617284,0.2376470588235294,324.0
|
||||
3.5,0.1,0.008698775612193904,0.15142428785607195,0.1303780964797914,667.0
|
||||
4.0,0.1,0.0038456648868548183,0.07704042715484363,0.07021276595744681,1311.0
|
||||
4.5,0.1,0.0024552461461959225,0.05022376926902039,0.046467520151730675,2011.0
|
||||
5.0,0.1,0.000777282433056325,0.017486149584487534,0.016683690840994213,5776.0
|
||||
5.5,0.1,0.00027746712755862815,0.0068456011928968415,0.0067990575563783235,14754.0
|
||||
1.0,0.11,0.10795454545454546,0.8347107438016529,0.45248868778280543,121.0
|
||||
1.5,0.11,0.07104885057471265,0.696551724137931,0.4105691056910569,145.0
|
||||
2.0,0.11,0.056901041666666666,0.63125,0.38461538461538464,160.0
|
||||
2.5,0.11,0.03851495726495727,0.517948717948718,0.3389830508474576,195.0
|
||||
3.0,0.11,0.023148148148148147,0.3117283950617284,0.2376470588235294,324.0
|
||||
3.5,0.11,0.010226644555002764,0.16749585406301823,0.14102564102564102,603.0
|
||||
4.0,0.11,0.0054902659069325736,0.09591642924976258,0.08752166377816291,1053.0
|
||||
4.5,0.11,0.0022757548845470693,0.044849023090586145,0.04129416773094934,2252.0
|
||||
5.0,0.11,0.0009444177093358999,0.01944177093358999,0.019070996978851965,5195.0
|
||||
5.5,0.11,0.0003233679758851847,0.0068160345525711975,0.006769890743347409,14818.0
|
||||
1.0,0.12,0.1497844827586207,0.8706896551724138,0.46296296296296297,116.0
|
||||
1.5,0.12,0.11599310776942356,0.7593984962406015,0.4291845493562232,133.0
|
||||
2.0,0.12,0.09710081585081586,0.7062937062937062,0.4139344262295082,143.0
|
||||
2.5,0.12,0.07447638146167558,0.5401069518716578,0.34615384615384615,187.0
|
||||
3.0,0.12,0.04418742586002373,0.3594306049822064,0.2643979057591623,281.0
|
||||
3.5,0.12,0.03012609649122807,0.2657894736842105,0.20668058455114824,380.0
|
||||
4.0,0.12,0.013963560334528077,0.12066905615292713,0.10576923076923077,837.0
|
||||
4.5,0.12,0.008003897550111359,0.07498144023756496,0.0691085003455425,1347.0
|
||||
5.0,0.12,0.004985032831208961,0.03901120123599845,0.03718854592785422,2589.0
|
||||
5.5,0.12,0.002348762603116407,0.01851512373968836,0.01658554173427078,5455.0
|
||||
1.0,0.13,0.2574961059190031,0.9439252336448598,0.4855769230769231,107.0
|
||||
1.5,0.13,0.23152173913043478,0.8782608695652174,0.4675925925925926,115.0
|
||||
2.0,0.13,0.21479885057471265,0.8706896551724138,0.46543778801843316,116.0
|
||||
2.5,0.13,0.16532939189189189,0.6824324324324325,0.40562248995983935,148.0
|
||||
3.0,0.13,0.1294191919191919,0.51010101010101,0.3377926421404682,198.0
|
||||
3.5,0.13,0.08825757575757576,0.36727272727272725,0.26666666666666666,275.0
|
||||
4.0,0.13,0.06085526315789474,0.2531328320802005,0.20040080160320642,399.0
|
||||
4.5,0.13,0.05009814418272662,0.21627408993576017,0.17491166077738515,467.0
|
||||
5.0,0.13,0.03163265306122449,0.13741496598639455,0.11764705882352941,735.0
|
||||
5.5,0.13,0.023883119024068578,0.09990108803165183,0.08589511754068715,1011.0
|
||||
1.0,0.14,0.3316783489096573,0.9439252336448598,0.4830917874396135,107.0
|
||||
1.5,0.14,0.3262924382716049,0.9351851851851852,0.4782608695652174,108.0
|
||||
2.0,0.14,0.3117559523809524,0.9017857142857143,0.47417840375586856,112.0
|
||||
2.5,0.14,0.27468832020997375,0.7952755905511811,0.44298245614035087,127.0
|
||||
3.0,0.14,0.2322557471264368,0.696551724137931,0.4057377049180328,145.0
|
||||
3.5,0.14,0.20638805220883535,0.608433734939759,0.37358490566037733,166.0
|
||||
4.0,0.14,0.1875,0.5459459459459459,0.3485915492957746,185.0
|
||||
4.5,0.14,0.1155459295929593,0.3333333333333333,0.24813895781637718,303.0
|
||||
5.0,0.14,0.12193181818181818,0.36727272727272725,0.26861702127659576,275.0
|
||||
5.5,0.14,0.11617772108843537,0.3435374149659864,0.25,294.0
|
||||
1.0,0.15,0.38882211538461536,0.9711538461538461,0.4926829268292683,104.0
|
||||
1.5,0.15,0.3895016339869281,0.9901960784313726,0.4975369458128079,102.0
|
||||
2.0,0.15,0.3606651376146789,0.926605504587156,0.4784688995215311,109.0
|
||||
2.5,0.15,0.3293269230769231,0.8632478632478633,0.4608294930875576,117.0
|
||||
3.0,0.15,0.29605263157894735,0.7593984962406015,0.4291845493562232,133.0
|
||||
3.5,0.15,0.29068538647342995,0.7318840579710145,0.4225941422594142,138.0
|
||||
4.0,0.15,0.20591709621993126,0.520618556701031,0.3401360544217687,194.0
|
||||
4.5,0.15,0.22678571428571428,0.5771428571428572,0.36363636363636365,175.0
|
||||
5.0,0.15,0.16237997256515774,0.4156378600823045,0.2915451895043732,243.0
|
||||
5.5,0.15,0.16196646341463414,0.4105691056910569,0.2910662824207493,246.0
|
||||
1.0,0.16,0.4251237623762376,1.0,0.5,101.0
|
||||
1.5,0.16,0.41061507936507935,0.9619047619047619,0.49029126213592233,105.0
|
||||
2.0,0.16,0.39897798742138363,0.9528301886792453,0.48792270531400966,106.0
|
||||
2.5,0.16,0.4084325396825397,0.9619047619047619,0.49029126213592233,105.0
|
||||
3.0,0.16,0.36117097701149425,0.8706896551724138,0.46543778801843316,116.0
|
||||
3.5,0.16,0.3315288713910761,0.7952755905511811,0.44052863436123346,127.0
|
||||
4.0,0.16,0.3414713541666667,0.7890625,0.4410480349344978,128.0
|
||||
4.5,0.16,0.28716216216216217,0.6824324324324325,0.40562248995983935,148.0
|
||||
5.0,0.16,0.2544286427145709,0.6047904191616766,0.376865671641791,167.0
|
||||
5.5,0.16,0.2061084142394822,0.49029126213592233,0.3289902280130293,206.0
|
||||
|
@@ -0,0 +1,8 @@
|
||||
{
|
||||
"duration": 11.816431743005523,
|
||||
"name": "2d_BER_FER_DFR_963965",
|
||||
"platform": "Linux-6.1.6-arch1-3-x86_64-with-glibc2.36",
|
||||
"omega": 0.05,
|
||||
"K": 200,
|
||||
"end_time": "2023-01-23 21:20:22.718490"
|
||||
}
|
||||
@@ -0,0 +1,171 @@
|
||||
SNR,gamma,BER,FER,DFR,num_iterations
|
||||
1.0,0.0,0.17246885978920473,1.0,0.5,101.0
|
||||
1.5,0.0,0.1523474928137975,1.0,0.5,101.0
|
||||
2.0,0.0,0.13915243516761544,0.9901960784313726,0.4975369458128079,102.0
|
||||
2.5,0.0,0.12749615975422426,0.9619047619047619,0.49029126213592233,105.0
|
||||
3.0,0.0,0.11228287841191067,0.9711538461538461,0.4926829268292683,104.0
|
||||
3.5,0.0,0.10906298003072197,0.9619047619047619,0.49029126213592233,105.0
|
||||
4.0,0.0,0.0906158357771261,0.9181818181818182,0.4786729857819905,110.0
|
||||
4.5,0.0,0.07730310956117407,0.9099099099099099,0.47641509433962265,111.0
|
||||
5.0,0.0,0.06646273637374861,0.8706896551724138,0.46543778801843316,116.0
|
||||
5.5,0.0,0.051881720430107525,0.8416666666666667,0.45701357466063347,120.0
|
||||
1.0,0.01,0.15337243401759532,0.9181818181818182,0.4786729857819905,110.0
|
||||
1.5,0.01,0.12903225806451613,0.8145161290322581,0.4488888888888889,124.0
|
||||
2.0,0.01,0.09182952672474688,0.7372262773722628,0.42436974789915966,137.0
|
||||
2.5,0.01,0.08457402812241521,0.6474358974358975,0.39299610894941633,156.0
|
||||
3.0,0.01,0.07407407407407407,0.6234567901234568,0.3840304182509506,162.0
|
||||
3.5,0.01,0.0474289364420313,0.5,0.3333333333333333,202.0
|
||||
4.0,0.01,0.03533026113671275,0.4007936507936508,0.28611898016997167,252.0
|
||||
4.5,0.01,0.0284288698073799,0.36330935251798563,0.26649076517150394,278.0
|
||||
5.0,0.01,0.01631357496124603,0.2311212814645309,0.18773234200743494,437.0
|
||||
5.5,0.01,0.011268959624011964,0.1672185430463576,0.14326241134751774,604.0
|
||||
1.0,0.02,0.15315568022440393,0.8782608695652174,0.4675925925925926,115.0
|
||||
1.5,0.02,0.12878971622604898,0.7593984962406015,0.43162393162393164,133.0
|
||||
2.0,0.02,0.08187015108207432,0.6392405063291139,0.38996138996138996,158.0
|
||||
2.5,0.02,0.08154121863799284,0.5611111111111111,0.3594306049822064,180.0
|
||||
3.0,0.02,0.06181545386346587,0.4697674418604651,0.31962025316455694,215.0
|
||||
3.5,0.02,0.046580645161290325,0.404,0.28774928774928776,250.0
|
||||
4.0,0.02,0.030721966205837174,0.3005952380952381,0.2311212814645309,336.0
|
||||
4.5,0.02,0.024625170377101317,0.28450704225352114,0.22149122807017543,355.0
|
||||
5.0,0.02,0.011143695014662757,0.14125874125874127,0.12377450980392157,715.0
|
||||
5.5,0.02,0.009301633366819214,0.11649365628604383,0.10433884297520661,867.0
|
||||
1.0,0.03,0.14998621450234353,0.8632478632478633,0.463302752293578,117.0
|
||||
1.5,0.03,0.12856474988312294,0.7318840579710145,0.4225941422594142,138.0
|
||||
2.0,0.03,0.08183990442054959,0.6234567901234568,0.3840304182509506,162.0
|
||||
2.5,0.03,0.08172043010752689,0.5611111111111111,0.3594306049822064,180.0
|
||||
3.0,0.03,0.06587914584279873,0.47417840375586856,0.321656050955414,213.0
|
||||
3.5,0.03,0.04078731547293603,0.3423728813559322,0.255050505050505,295.0
|
||||
4.0,0.03,0.030460694352473748,0.2961876832844575,0.22850678733031674,341.0
|
||||
4.5,0.03,0.026006501625406353,0.26098191214470284,0.2069672131147541,387.0
|
||||
5.0,0.03,0.010357743464302094,0.11966824644549763,0.10687830687830688,844.0
|
||||
5.5,0.03,0.008914256397101264,0.10039761431411531,0.09123757904245709,1006.0
|
||||
1.0,0.04,0.15180265654648956,0.8487394957983193,0.4590909090909091,119.0
|
||||
1.5,0.04,0.12926601215521272,0.7318840579710145,0.4225941422594142,138.0
|
||||
2.0,0.04,0.08836754643206256,0.6121212121212121,0.37969924812030076,165.0
|
||||
2.5,0.04,0.08415147265077139,0.5489130434782609,0.3543859649122807,184.0
|
||||
3.0,0.04,0.07466841329621746,0.5126903553299492,0.3389261744966443,197.0
|
||||
3.5,0.04,0.04056212072820185,0.3333333333333333,0.25,303.0
|
||||
4.0,0.04,0.031188736410621993,0.27900552486187846,0.21814254859611232,362.0
|
||||
4.5,0.04,0.02373099509291288,0.2518703241895262,0.20119521912350596,401.0
|
||||
5.0,0.04,0.010613699253250446,0.11868390129259694,0.10609243697478991,851.0
|
||||
5.5,0.04,0.008914715884703007,0.10337768679631525,0.09369202226345083,977.0
|
||||
1.0,0.05,0.15142628632364702,0.8347107438016529,0.45495495495495497,121.0
|
||||
1.5,0.05,0.12880018565792528,0.7266187050359713,0.42083333333333334,139.0
|
||||
2.0,0.05,0.08375437232802177,0.608433734939759,0.3782771535580524,166.0
|
||||
2.5,0.05,0.08469994593620472,0.5642458100558659,0.3607142857142857,179.0
|
||||
3.0,0.05,0.07745295698924731,0.5260416666666666,0.3447098976109215,192.0
|
||||
3.5,0.05,0.041153145429214444,0.33554817275747506,0.2512437810945274,301.0
|
||||
4.0,0.05,0.033122119815668205,0.3005952380952381,0.2311212814645309,336.0
|
||||
4.5,0.05,0.02405817281658544,0.2422062350119904,0.19498069498069498,417.0
|
||||
5.0,0.05,0.010602300924881571,0.11771561771561771,0.10531803962460896,858.0
|
||||
5.5,0.05,0.008177306564403339,0.08828671328671328,0.08112449799196787,1144.0
|
||||
1.0,0.06,0.15940860215053765,0.8416666666666667,0.45701357466063347,120.0
|
||||
1.5,0.06,0.13512294157455448,0.7062937062937062,0.4139344262295082,143.0
|
||||
2.0,0.06,0.11155046826222685,0.6516129032258065,0.39453125,155.0
|
||||
2.5,0.06,0.08697855092045263,0.5287958115183246,0.3458904109589041,191.0
|
||||
3.0,0.06,0.08373725555741267,0.5233160621761658,0.3435374149659864,193.0
|
||||
3.5,0.06,0.04290533417668142,0.3300653594771242,0.24815724815724816,306.0
|
||||
4.0,0.06,0.03235294117647059,0.29705882352941176,0.2290249433106576,340.0
|
||||
4.5,0.06,0.02947437366955952,0.2563451776649746,0.20404040404040405,394.0
|
||||
5.0,0.06,0.010309278350515464,0.10412371134020619,0.09430438842203548,970.0
|
||||
5.5,0.06,0.008838207823347367,0.08729472774416594,0.08028616852146264,1157.0
|
||||
1.0,0.07,0.23736559139784946,0.8416666666666667,0.45454545454545453,120.0
|
||||
1.5,0.07,0.19278638557277114,0.7952755905511811,0.44298245614035087,127.0
|
||||
2.0,0.07,0.17253820033955858,0.6644736842105263,0.39920948616600793,152.0
|
||||
2.5,0.07,0.13411640953716691,0.5489130434782609,0.3543859649122807,184.0
|
||||
3.0,0.07,0.11626344086021505,0.5260416666666666,0.3424657534246575,192.0
|
||||
3.5,0.07,0.09476544960415928,0.36996336996337,0.2700534759358289,273.0
|
||||
4.0,0.07,0.08234007654455987,0.3423728813559322,0.255050505050505,295.0
|
||||
4.5,0.07,0.056413392447637975,0.23933649289099526,0.19157088122605365,422.0
|
||||
5.0,0.07,0.03837427246719937,0.154434250764526,0.1337748344370861,654.0
|
||||
5.5,0.07,0.026166097838452786,0.1149032992036405,0.10306122448979592,879.0
|
||||
1.0,0.08,0.2706396938217605,0.8559322033898306,0.4611872146118721,118.0
|
||||
1.5,0.08,0.2679285523860304,0.8347107438016529,0.45495495495495497,121.0
|
||||
2.0,0.08,0.25054571913655105,0.7593984962406015,0.4291845493562232,133.0
|
||||
2.5,0.08,0.20997427270928162,0.6196319018404908,0.37786259541984735,163.0
|
||||
3.0,0.08,0.21417854463615904,0.5872093023255814,0.36059479553903345,172.0
|
||||
3.5,0.08,0.15640273704789834,0.43722943722943725,0.29357798165137616,231.0
|
||||
4.0,0.08,0.14400921658986174,0.4007936507936508,0.28,252.0
|
||||
4.5,0.08,0.13246396705559368,0.35815602836879434,0.25396825396825395,282.0
|
||||
5.0,0.08,0.10314615690959777,0.24938271604938272,0.19,405.0
|
||||
5.5,0.08,0.05843553540142224,0.16134185303514376,0.13416320885200553,626.0
|
||||
1.0,0.09,0.3539898132427844,0.8859649122807017,0.4697674418604651,114.0
|
||||
1.5,0.09,0.31930016402405687,0.8559322033898306,0.4611872146118721,118.0
|
||||
2.0,0.09,0.33512544802867383,0.8015873015873016,0.4424778761061947,126.0
|
||||
2.5,0.09,0.30382063601006637,0.7163120567375887,0.4125,141.0
|
||||
3.0,0.09,0.2763440860215054,0.6733333333333333,0.39759036144578314,150.0
|
||||
3.5,0.09,0.19857351272491489,0.507537688442211,0.32996632996632996,199.0
|
||||
4.0,0.09,0.2090257412838058,0.51010101010101,0.3288135593220339,198.0
|
||||
4.5,0.09,0.1790787202973583,0.4156378600823045,0.28106508875739644,243.0
|
||||
5.0,0.09,0.12483298339377744,0.2988165680473373,0.22298850574712645,338.0
|
||||
5.5,0.09,0.10690271512469146,0.26649076517150394,0.20876826722338204,379.0
|
||||
1.0,0.1,0.4019411932629175,0.8938053097345132,0.4719626168224299,113.0
|
||||
1.5,0.1,0.4019411932629175,0.8938053097345132,0.4719626168224299,113.0
|
||||
2.0,0.1,0.3652268999453253,0.8559322033898306,0.45871559633027525,118.0
|
||||
2.5,0.1,0.31846259437199725,0.7163120567375887,0.41735537190082644,141.0
|
||||
3.0,0.1,0.2961067853170189,0.696551724137931,0.40816326530612246,145.0
|
||||
3.5,0.1,0.2874762808349146,0.5941176470588235,0.3680297397769517,170.0
|
||||
4.0,0.1,0.25298036465638146,0.5489130434782609,0.3543859649122807,184.0
|
||||
4.5,0.1,0.1914156225006665,0.41735537190082644,0.2861356932153392,242.0
|
||||
5.0,0.1,0.13803680981595093,0.3098159509202454,0.23653395784543327,326.0
|
||||
5.5,0.1,0.14603937517330623,0.28939828080229224,0.21748878923766815,349.0
|
||||
1.0,0.11,0.419941348973607,0.9181818181818182,0.47619047619047616,110.0
|
||||
1.5,0.11,0.43167155425219944,0.9181818181818182,0.47368421052631576,110.0
|
||||
2.0,0.11,0.4112176692821854,0.9099099099099099,0.47393364928909953,111.0
|
||||
2.5,0.11,0.3531149963063285,0.7709923664122137,0.4329004329004329,131.0
|
||||
3.0,0.11,0.3541424924576468,0.7266187050359713,0.41350210970464135,139.0
|
||||
3.5,0.11,0.28992677617257073,0.6196319018404908,0.37786259541984735,163.0
|
||||
4.0,0.11,0.28682966920073966,0.643312101910828,0.38188976377952755,157.0
|
||||
4.5,0.11,0.23011743719339972,0.46543778801843316,0.30448717948717946,217.0
|
||||
5.0,0.11,0.14990512333965844,0.3300653594771242,0.24815724815724816,306.0
|
||||
5.5,0.11,0.17802904334331004,0.3470790378006873,0.2519280205655527,291.0
|
||||
1.0,0.12,0.41407624633431084,0.9181818181818182,0.4786729857819905,110.0
|
||||
1.5,0.12,0.47331378299120236,0.9181818181818182,0.47619047619047616,110.0
|
||||
2.0,0.12,0.4363327674023769,0.8859649122807017,0.4647887323943662,114.0
|
||||
2.5,0.12,0.3940985246311578,0.7829457364341085,0.4366812227074236,129.0
|
||||
3.0,0.12,0.36496350364963503,0.7372262773722628,0.4194915254237288,137.0
|
||||
3.5,0.12,0.3426028921023359,0.696551724137931,0.40816326530612246,145.0
|
||||
4.0,0.12,0.275642263859378,0.6047904191616766,0.37453183520599254,167.0
|
||||
4.5,0.12,0.24830438378825476,0.517948717948718,0.3389830508474576,195.0
|
||||
5.0,0.12,0.18476214384335382,0.39299610894941633,0.28212290502793297,257.0
|
||||
5.5,0.12,0.1506133575647433,0.35563380281690143,0.2604166666666667,284.0
|
||||
1.0,0.13,0.485378353934278,0.9439252336448598,0.4830917874396135,107.0
|
||||
1.5,0.13,0.46527172333623945,0.9099099099099099,0.47393364928909953,111.0
|
||||
2.0,0.13,0.4352057842046719,0.8706896551724138,0.46543778801843316,116.0
|
||||
2.5,0.13,0.3845567691135382,0.7952755905511811,0.43805309734513276,127.0
|
||||
3.0,0.13,0.37527702536321106,0.7709923664122137,0.4329004329004329,131.0
|
||||
3.5,0.13,0.299198960814029,0.6778523489932886,0.3943089430894309,149.0
|
||||
4.0,0.13,0.3147665798437187,0.6273291925465838,0.3831417624521073,161.0
|
||||
4.5,0.13,0.24736428009441386,0.4926829268292683,0.3234323432343234,205.0
|
||||
5.0,0.13,0.2366113373003445,0.49029126213592233,0.32679738562091504,206.0
|
||||
5.5,0.13,0.1875235345801431,0.39299610894941633,0.2801120448179272,257.0
|
||||
1.0,0.14,0.46236559139784944,0.9351851851851852,0.48325358851674644,108.0
|
||||
1.5,0.14,0.48085619535725055,0.9439252336448598,0.4855769230769231,107.0
|
||||
2.0,0.14,0.4267359212684527,0.8559322033898306,0.45871559633027525,118.0
|
||||
2.5,0.14,0.40283870967741936,0.808,0.4419642857142857,125.0
|
||||
3.0,0.14,0.3883374689826303,0.7769230769230769,0.43231441048034935,130.0
|
||||
3.5,0.14,0.34592529711375214,0.6644736842105263,0.3968253968253968,152.0
|
||||
4.0,0.14,0.3150537634408602,0.6733333333333333,0.3951612903225806,150.0
|
||||
4.5,0.14,0.2956989247311828,0.5804597701149425,0.3626373626373626,174.0
|
||||
5.0,0.14,0.21515241195620005,0.463302752293578,0.3166144200626959,218.0
|
||||
5.5,0.14,0.19516129032258064,0.42083333333333334,0.28994082840236685,240.0
|
||||
1.0,0.15,0.47991479001825926,0.9528301886792453,0.4854368932038835,106.0
|
||||
1.5,0.15,0.46535244922341695,0.9351851851851852,0.4807692307692308,108.0
|
||||
2.0,0.15,0.46759662888695147,0.9099099099099099,0.47393364928909953,111.0
|
||||
2.5,0.15,0.4075531077891424,0.8211382113821138,0.4484304932735426,123.0
|
||||
3.0,0.15,0.421505376344086,0.8416666666666667,0.45454545454545453,120.0
|
||||
3.5,0.15,0.3563959955506118,0.696551724137931,0.40816326530612246,145.0
|
||||
4.0,0.15,0.373963133640553,0.7214285714285714,0.4166666666666667,140.0
|
||||
4.5,0.15,0.27419354838709675,0.543010752688172,0.3473684210526316,186.0
|
||||
5.0,0.15,0.2540523190499117,0.5024875621890548,0.33,201.0
|
||||
5.5,0.15,0.255089257751331,0.49029126213592233,0.32679738562091504,206.0
|
||||
1.0,0.16,0.48752282410225195,0.9528301886792453,0.4854368932038835,106.0
|
||||
1.5,0.16,0.5334753499695679,0.9528301886792453,0.48792270531400966,106.0
|
||||
2.0,0.16,0.4293462746217528,0.8938053097345132,0.4719626168224299,113.0
|
||||
2.5,0.16,0.4549499443826474,0.8706896551724138,0.46543778801843316,116.0
|
||||
3.0,0.16,0.4185867895545315,0.8015873015873016,0.44493392070484583,126.0
|
||||
3.5,0.16,0.34547346514047866,0.6516129032258065,0.39215686274509803,155.0
|
||||
4.0,0.16,0.3620329542817359,0.7266187050359713,0.42083333333333334,139.0
|
||||
4.5,0.16,0.33586337760910817,0.6601307189542484,0.3952569169960474,153.0
|
||||
5.0,0.16,0.32735254819622067,0.5976331360946746,0.37407407407407406,169.0
|
||||
5.5,0.16,0.23830838092298195,0.48325358851674644,0.3258064516129032,209.0
|
||||
|
@@ -0,0 +1,8 @@
|
||||
{
|
||||
"duration": 0.8555854359874502,
|
||||
"name": "2d_BER_FER_DFR_bch_31_11",
|
||||
"platform": "Linux-6.1.6-arch1-3-x86_64-with-glibc2.36",
|
||||
"omega": 0.05,
|
||||
"K": 200,
|
||||
"end_time": "2023-01-23 21:31:15.627293"
|
||||
}
|
||||
@@ -0,0 +1,171 @@
|
||||
SNR,gamma,BER,FER,DFR,num_iterations
|
||||
1.0,0.0,0.07585004359197908,0.9099099099099099,0.47393364928909953,111.0
|
||||
1.5,0.0,0.06950146627565983,0.9181818181818182,0.47368421052631576,110.0
|
||||
2.0,0.0,0.05446853516657853,0.8278688524590164,0.4479638009049774,122.0
|
||||
2.5,0.0,0.04020570359981299,0.7318840579710145,0.4177215189873418,138.0
|
||||
3.0,0.0,0.039220236713854724,0.7266187050359713,0.42083333333333334,139.0
|
||||
3.5,0.0,0.029731830547998446,0.608433734939759,0.3782771535580524,166.0
|
||||
4.0,0.0,0.018621700879765397,0.4590909090909091,0.3146417445482866,220.0
|
||||
4.5,0.0,0.015253813453363341,0.39147286821705424,0.28133704735376047,258.0
|
||||
5.0,0.0,0.010213635202995999,0.26649076517150394,0.21041666666666667,379.0
|
||||
5.5,0.0,0.007438820912124583,0.21767241379310345,0.17876106194690267,464.0
|
||||
1.0,0.01,0.07142857142857142,0.7214285714285714,0.3721973094170404,140.0
|
||||
1.5,0.01,0.0685189545561573,0.7372262773722628,0.38839285714285715,137.0
|
||||
2.0,0.01,0.04990512333965844,0.5941176470588235,0.32806324110671936,170.0
|
||||
2.5,0.01,0.030631607481702357,0.42436974789915966,0.26993865030674846,238.0
|
||||
3.0,0.01,0.02347897100857493,0.31962025316455694,0.21975308641975308,316.0
|
||||
3.5,0.01,0.016738441537336474,0.25440806045340053,0.18813905930470348,397.0
|
||||
4.0,0.01,0.00939604059893478,0.1573208722741433,0.12534059945504086,642.0
|
||||
4.5,0.01,0.006917643632126993,0.11399548532731377,0.09406952965235174,886.0
|
||||
5.0,0.01,0.002671150008641956,0.049196298100340964,0.042890442890442894,2053.0
|
||||
5.5,0.01,0.0014380859076569086,0.02814154360546113,0.024728260869565217,3589.0
|
||||
1.0,0.02,0.07059069962295769,0.6558441558441559,0.32158590308370044,154.0
|
||||
1.5,0.02,0.06981882456915599,0.6917808219178082,0.35398230088495575,146.0
|
||||
2.0,0.02,0.05271889400921659,0.5771428571428572,0.30278884462151395,175.0
|
||||
2.5,0.02,0.031890101803017296,0.3840304182509506,0.23323615160349853,263.0
|
||||
3.0,0.02,0.024731182795698924,0.30606060606060603,0.19117647058823528,330.0
|
||||
3.5,0.02,0.016907187323146576,0.22149122807017543,0.1524163568773234,456.0
|
||||
4.0,0.02,0.008518855065879146,0.11854460093896714,0.08681672025723473,852.0
|
||||
4.5,0.02,0.006623328836011284,0.09600760456273764,0.07638279192273925,1052.0
|
||||
5.0,0.02,0.002590328632814864,0.03789868667917448,0.031613372093023256,2665.0
|
||||
5.5,0.02,0.001295973269783554,0.019230769230769232,0.014818983305196024,5252.0
|
||||
1.0,0.03,0.06867845993756504,0.6516129032258065,0.31718061674008813,155.0
|
||||
1.5,0.03,0.05598813496477568,0.5804597701149425,0.3203125,174.0
|
||||
2.0,0.03,0.051830373323667994,0.5674157303370787,0.29365079365079366,178.0
|
||||
2.5,0.03,0.03123804666581665,0.39920948616600793,0.23333333333333334,253.0
|
||||
3.0,0.03,0.020853698273053112,0.255050505050505,0.16981132075471697,396.0
|
||||
3.5,0.03,0.018607488751620528,0.23877068557919623,0.15904572564612326,423.0
|
||||
4.0,0.03,0.008651873951146746,0.11676300578034682,0.08658922914466737,865.0
|
||||
4.5,0.03,0.006378234978692179,0.08836395450568679,0.06997558991049634,1143.0
|
||||
5.0,0.03,0.0027239022421750862,0.03948397185301016,0.03362296939931998,2558.0
|
||||
5.5,0.03,0.0012959265875100697,0.01827723488961274,0.013742637872568266,5526.0
|
||||
1.0,0.04,0.06823821339950373,0.6474358974358975,0.30973451327433627,156.0
|
||||
1.5,0.04,0.06786761625471303,0.6558441558441559,0.32751091703056767,154.0
|
||||
2.0,0.04,0.04918032786885246,0.5519125683060109,0.28793774319066145,183.0
|
||||
2.5,0.04,0.034442873666623824,0.40239043824701193,0.22291021671826625,251.0
|
||||
3.0,0.04,0.024012323305545487,0.28370786516853935,0.17592592592592593,356.0
|
||||
3.5,0.04,0.01824551160414538,0.22850678733031674,0.15487571701720843,442.0
|
||||
4.0,0.04,0.00843561058614822,0.11335578002244669,0.08333333333333333,891.0
|
||||
4.5,0.04,0.006131241714538224,0.08647260273972603,0.0685805422647528,1168.0
|
||||
5.0,0.04,0.002673730596885599,0.03875671527244819,0.033024118738404454,2606.0
|
||||
5.5,0.04,0.0013585492848165659,0.018738404452690167,0.013723696248856358,5390.0
|
||||
1.0,0.05,0.06718717896034518,0.643312101910828,0.31140350877192985,157.0
|
||||
1.5,0.05,0.0661494487545937,0.6392405063291139,0.3218884120171674,158.0
|
||||
2.0,0.05,0.05079308501158439,0.5580110497237569,0.29571984435797666,181.0
|
||||
2.5,0.05,0.031607700312174816,0.40725806451612906,0.2392638036809816,248.0
|
||||
3.0,0.05,0.02535950252623397,0.3042168674698795,0.18427518427518427,332.0
|
||||
3.5,0.05,0.01818181818181818,0.22954545454545455,0.15221579961464354,440.0
|
||||
4.0,0.05,0.00959242319990286,0.12672521957340024,0.09225512528473805,797.0
|
||||
4.5,0.05,0.006309506892141537,0.08898678414096917,0.07195421095666395,1135.0
|
||||
5.0,0.05,0.00286888005926325,0.042171189979123176,0.03466344216041919,2395.0
|
||||
5.5,0.05,0.0013774794630334601,0.019604037267080744,0.01510227489963678,5152.0
|
||||
1.0,0.06,0.07658688865764829,0.6516129032258065,0.2986425339366516,155.0
|
||||
1.5,0.06,0.06632837984777093,0.5674157303370787,0.29365079365079366,178.0
|
||||
2.0,0.06,0.055200966016905294,0.5401069518716578,0.26666666666666666,187.0
|
||||
2.5,0.06,0.04103324681745149,0.38697318007662834,0.2018348623853211,261.0
|
||||
3.0,0.06,0.025357499168606586,0.2603092783505155,0.15835140997830802,388.0
|
||||
3.5,0.06,0.01972079154242342,0.21218487394957983,0.1407942238267148,476.0
|
||||
4.0,0.06,0.00978494623655914,0.11222222222222222,0.07692307692307693,900.0
|
||||
4.5,0.06,0.00609199720895282,0.08402662229617304,0.06893880712625872,1202.0
|
||||
5.0,0.06,0.0027946638640407974,0.03739355794150315,0.031205164992826398,2701.0
|
||||
5.5,0.06,0.0014139377270801887,0.018679489550582577,0.01332116788321168,5407.0
|
||||
1.0,0.07,0.12405282528685863,0.6778523489932886,0.2766990291262136,149.0
|
||||
1.5,0.07,0.09492028179458657,0.5804597701149425,0.27800829875518673,174.0
|
||||
2.0,0.07,0.11432116270825948,0.554945054945055,0.2571428571428571,182.0
|
||||
2.5,0.07,0.06734352910936897,0.40239043824701193,0.17973856209150327,251.0
|
||||
3.0,0.07,0.053402005963675794,0.28291316526610644,0.13349514563106796,357.0
|
||||
3.5,0.07,0.03186387228171605,0.20570264765784113,0.12321428571428572,491.0
|
||||
4.0,0.07,0.0234468339307049,0.11689814814814815,0.06290672451193059,864.0
|
||||
4.5,0.07,0.01270772238514174,0.08744588744588745,0.060211554109031735,1155.0
|
||||
5.0,0.07,0.006274571064073525,0.04075867635189669,0.025560361777428233,2478.0
|
||||
5.5,0.07,0.0028845455685591135,0.0206670759156947,0.013524424707307227,4887.0
|
||||
1.0,0.08,0.182328190743338,0.7318840579710145,0.29949238578680204,138.0
|
||||
1.5,0.08,0.12381129964572068,0.5838150289017341,0.24782608695652175,173.0
|
||||
2.0,0.08,0.13440860215053763,0.5260416666666666,0.20987654320987653,192.0
|
||||
2.5,0.08,0.09911772814998622,0.43162393162393164,0.1958762886597938,234.0
|
||||
3.0,0.08,0.07541774640335984,0.27977839335180055,0.13842482100238662,361.0
|
||||
3.5,0.08,0.06018882769472856,0.20528455284552846,0.11669658886894076,492.0
|
||||
4.0,0.08,0.04350280032996136,0.13593539703903096,0.06775407779171895,743.0
|
||||
4.5,0.08,0.030346963656133645,0.10316649642492338,0.06583969465648855,979.0
|
||||
5.0,0.08,0.014361372859206273,0.04307036247334755,0.026567040265670402,2345.0
|
||||
5.5,0.08,0.006640913568086678,0.024093511450381678,0.01526896875734085,4192.0
|
||||
1.0,0.09,0.29746367889682346,0.7709923664122137,0.27624309392265195,131.0
|
||||
1.5,0.09,0.22641509433962265,0.6352201257861635,0.2638888888888889,159.0
|
||||
2.0,0.09,0.18493401759530792,0.5738636363636364,0.2314410480349345,176.0
|
||||
2.5,0.09,0.19055861526357198,0.4926829268292683,0.21153846153846154,205.0
|
||||
3.0,0.09,0.09714928732183045,0.2936046511627907,0.14640198511166252,344.0
|
||||
3.5,0.09,0.0644494801386297,0.20867768595041322,0.12,484.0
|
||||
4.0,0.09,0.059809624537281864,0.16557377049180327,0.08132530120481928,610.0
|
||||
4.5,0.09,0.03724608669970138,0.10274669379450661,0.052986512524084775,983.0
|
||||
5.0,0.09,0.02243519496303971,0.062384187770228534,0.031119090365050867,1619.0
|
||||
5.5,0.09,0.012482709013445472,0.034648370497427104,0.015202702702702704,2915.0
|
||||
1.0,0.1,0.34069478908188583,0.7769230769230769,0.26136363636363635,130.0
|
||||
1.5,0.1,0.3058542413381123,0.7481481481481481,0.23295454545454544,135.0
|
||||
2.0,0.1,0.2742878702131673,0.5906432748538012,0.21559633027522937,171.0
|
||||
2.5,0.1,0.20332798131659613,0.45701357466063347,0.15648854961832062,221.0
|
||||
3.0,0.1,0.14913510986442263,0.36594202898550726,0.14285714285714285,276.0
|
||||
3.5,0.1,0.09198413292418232,0.23433874709976799,0.09832635983263599,431.0
|
||||
4.0,0.1,0.08395293015631403,0.18330308529945555,0.08166666666666667,551.0
|
||||
4.5,0.1,0.05740649699353326,0.11840562719812427,0.04049493813273341,853.0
|
||||
5.0,0.1,0.03869453278812661,0.07902973395931143,0.028136882129277566,1278.0
|
||||
5.5,0.1,0.0204410360212678,0.044631020768890854,0.01949740034662045,2263.0
|
||||
1.0,0.11,0.44111027756939236,0.7829457364341085,0.26704545454545453,129.0
|
||||
1.5,0.11,0.30016757436112274,0.6558441558441559,0.2413793103448276,154.0
|
||||
2.0,0.11,0.285047677013593,0.6352201257861635,0.22815533980582525,159.0
|
||||
2.5,0.11,0.2512272089761571,0.5489130434782609,0.19298245614035087,184.0
|
||||
3.0,0.11,0.15604155276107162,0.3423728813559322,0.14985590778097982,295.0
|
||||
3.5,0.11,0.1307300509337861,0.2657894736842105,0.10377358490566038,380.0
|
||||
4.0,0.11,0.09022822433213422,0.1846435100548446,0.06495726495726496,547.0
|
||||
4.5,0.11,0.06363750470691602,0.1309987029831388,0.04932182490752158,771.0
|
||||
5.0,0.11,0.04158537563139749,0.08367854183927093,0.032852564102564104,1207.0
|
||||
5.5,0.11,0.024072745376539324,0.04584657285519746,0.0160786065207682,2203.0
|
||||
1.0,0.12,0.3686635944700461,0.8015873015873016,0.2840909090909091,126.0
|
||||
1.5,0.12,0.3323888404533566,0.6824324324324325,0.24489795918367346,148.0
|
||||
2.0,0.12,0.29266862170087976,0.6121212121212121,0.24311926605504589,165.0
|
||||
2.5,0.12,0.23887096774193547,0.505,0.16666666666666666,200.0
|
||||
3.0,0.12,0.1956177723676202,0.38113207547169814,0.14790996784565916,265.0
|
||||
3.5,0.12,0.14758292972676598,0.28611898016997167,0.10632911392405063,353.0
|
||||
4.0,0.12,0.11147035050334338,0.23006833712984054,0.09670781893004116,439.0
|
||||
4.5,0.12,0.06464346349745331,0.13289473684210526,0.0594059405940594,760.0
|
||||
5.0,0.12,0.05474095796676442,0.10202020202020202,0.03696498054474708,990.0
|
||||
5.5,0.12,0.03271028037383177,0.05899532710280374,0.021714285714285714,1712.0
|
||||
1.0,0.13,0.3831945889698231,0.8145161290322581,0.2832369942196532,124.0
|
||||
1.5,0.13,0.3530340627114821,0.7062937062937062,0.27411167512690354,143.0
|
||||
2.0,0.13,0.322372528616025,0.6516129032258065,0.27230046948356806,155.0
|
||||
2.5,0.13,0.2628500531726338,0.554945054945055,0.2222222222222222,182.0
|
||||
3.0,0.13,0.20543959519291588,0.396078431372549,0.1611842105263158,255.0
|
||||
3.5,0.13,0.1576331582895724,0.2936046511627907,0.1134020618556701,344.0
|
||||
4.0,0.13,0.14013883217639853,0.25569620253164554,0.10633484162895927,395.0
|
||||
4.5,0.13,0.08928199791883455,0.1629032258064516,0.06766917293233082,620.0
|
||||
5.0,0.13,0.0567049057097101,0.10233029381965553,0.03988326848249027,987.0
|
||||
5.5,0.13,0.04593323449721384,0.08003169572107766,0.025482625482625483,1262.0
|
||||
1.0,0.14,0.3830005120327701,0.8015873015873016,0.2840909090909091,126.0
|
||||
1.5,0.14,0.35023041474654376,0.7593984962406015,0.2692307692307692,133.0
|
||||
2.0,0.14,0.35659425060346717,0.6870748299319728,0.24615384615384617,147.0
|
||||
2.5,0.14,0.28910856746444674,0.543010752688172,0.22821576763485477,186.0
|
||||
3.0,0.14,0.18365102639296188,0.38257575757575757,0.1592356687898089,264.0
|
||||
3.5,0.14,0.15388222055513878,0.2936046511627907,0.12020460358056266,344.0
|
||||
4.0,0.14,0.14191927378829633,0.2537688442211055,0.1036036036036036,398.0
|
||||
4.5,0.14,0.10066546356868937,0.17657342657342656,0.0848,572.0
|
||||
5.0,0.14,0.06809621480514637,0.11676300578034682,0.04419889502762431,865.0
|
||||
5.5,0.14,0.037988972344028135,0.06796769851951548,0.024294156270518712,1486.0
|
||||
1.0,0.15,0.4050179211469534,0.8632478632478633,0.3352272727272727,117.0
|
||||
1.5,0.15,0.3296728437428506,0.7163120567375887,0.29850746268656714,141.0
|
||||
2.0,0.15,0.35769701919150676,0.6392405063291139,0.2882882882882883,158.0
|
||||
2.5,0.15,0.29013611784449,0.5838150289017341,0.24782608695652175,173.0
|
||||
3.0,0.15,0.21948924731182795,0.42083333333333334,0.2079207920792079,240.0
|
||||
3.5,0.15,0.1787845080392355,0.3166144200626959,0.14016172506738545,319.0
|
||||
4.0,0.15,0.11805555555555555,0.2337962962962963,0.11293634496919917,432.0
|
||||
4.5,0.15,0.0756765020639046,0.15955766192733017,0.0718475073313783,633.0
|
||||
5.0,0.15,0.06440677966101695,0.11412429378531073,0.04838709677419355,885.0
|
||||
5.5,0.15,0.046331435800126504,0.08251633986928104,0.03622047244094488,1224.0
|
||||
1.0,0.16,0.47146401985111663,0.8632478632478633,0.3352272727272727,117.0
|
||||
1.5,0.16,0.3194971537001898,0.7426470588235294,0.3096446700507614,136.0
|
||||
2.0,0.16,0.374910394265233,0.7481481481481481,0.3076923076923077,135.0
|
||||
2.5,0.16,0.2666268418956591,0.6234567901234568,0.273542600896861,162.0
|
||||
3.0,0.16,0.19184369263047468,0.4105691056910569,0.18,246.0
|
||||
3.5,0.16,0.17089466541392628,0.3268608414239482,0.1510989010989011,309.0
|
||||
4.0,0.16,0.13593282341203858,0.2603092783505155,0.12612612612612611,388.0
|
||||
4.5,0.16,0.08454600785702429,0.1732418524871355,0.07313195548489666,583.0
|
||||
5.0,0.16,0.06474681840901227,0.12038140643623362,0.05090497737556561,839.0
|
||||
5.5,0.16,0.0342563516985441,0.06875425459496257,0.027796161482461945,1469.0
|
||||
|
@@ -0,0 +1,8 @@
|
||||
{
|
||||
"duration": 1.805683234008029,
|
||||
"name": "2d_BER_FER_DFR_bch_31_26",
|
||||
"platform": "Linux-6.1.6-arch1-3-x86_64-with-glibc2.36",
|
||||
"omega": 0.05,
|
||||
"K": 200,
|
||||
"end_time": "2023-01-23 21:32:02.418445"
|
||||
}
|
||||
@@ -0,0 +1,171 @@
|
||||
SNR,gamma,BER,FER,DFR,num_iterations
|
||||
1.0,0.0,0.1312863429200063,1.0,0.5,101.0
|
||||
1.5,0.0,0.11871365707999372,1.0,0.5,101.0
|
||||
2.0,0.0,0.10225129655822725,1.0,0.5,101.0
|
||||
2.5,0.0,0.08777306302058778,1.0,0.5,101.0
|
||||
3.0,0.0,0.07916863114882917,1.0,0.5,101.0
|
||||
3.5,0.0,0.06628162816281628,1.0,0.5,101.0
|
||||
4.0,0.0,0.0575003928964325,1.0,0.5,101.0
|
||||
4.5,0.0,0.04712792707842213,1.0,0.5,101.0
|
||||
5.0,0.0,0.0374037403740374,1.0,0.5,101.0
|
||||
5.5,0.0,0.02813138456702813,1.0,0.5,101.0
|
||||
1.0,0.01,0.09604353292472104,1.0,0.5,101.0
|
||||
1.5,0.01,0.07582901147257583,1.0,0.5,101.0
|
||||
2.0,0.01,0.052353449630677354,1.0,0.5,101.0
|
||||
2.5,0.01,0.03571428571428571,1.0,0.5,101.0
|
||||
3.0,0.01,0.02585144089998459,0.9805825242718447,0.4950980392156863,103.0
|
||||
3.5,0.01,0.016099773242630386,0.9619047619047619,0.49029126213592233,105.0
|
||||
4.0,0.01,0.007404181184668989,0.8211382113821138,0.45089285714285715,123.0
|
||||
4.5,0.01,0.0036620615324319027,0.6234567901234568,0.3840304182509506,162.0
|
||||
5.0,0.01,0.001527403414195867,0.38113207547169814,0.27595628415300544,265.0
|
||||
5.5,0.01,0.0006792852537533388,0.195357833655706,0.1634304207119741,517.0
|
||||
1.0,0.02,0.09343077164859342,1.0,0.5,101.0
|
||||
1.5,0.02,0.0722929435800723,1.0,0.5,101.0
|
||||
2.0,0.02,0.044915188297541236,0.9901960784313726,0.4975369458128079,102.0
|
||||
2.5,0.02,0.02819349962207105,0.9619047619047619,0.49029126213592233,105.0
|
||||
3.0,0.02,0.018664840567495435,0.8938053097345132,0.4719626168224299,113.0
|
||||
3.5,0.02,0.008126074208876757,0.643312101910828,0.39147286821705424,157.0
|
||||
4.0,0.02,0.002737974622473103,0.3069908814589666,0.23488372093023255,329.0
|
||||
4.5,0.02,0.0009405074365704287,0.15905511811023623,0.13722826086956522,635.0
|
||||
5.0,0.02,0.00024244498638029634,0.04537286612758311,0.04340352385045122,2226.0
|
||||
5.5,0.02,7.243867243867244e-05,0.014690909090909091,0.014478211009174312,6875.0
|
||||
1.0,0.03,0.09374508879459374,1.0,0.5,101.0
|
||||
1.5,0.03,0.07115354392582116,1.0,0.5,101.0
|
||||
2.0,0.03,0.043378462496109556,0.9901960784313726,0.4975369458128079,102.0
|
||||
2.5,0.03,0.02515527950310559,0.8782608695652174,0.4675925925925926,115.0
|
||||
3.0,0.03,0.013712220047836485,0.6917808219178082,0.4089068825910931,146.0
|
||||
3.5,0.03,0.00570959748174938,0.42616033755274263,0.2988165680473373,237.0
|
||||
4.0,0.03,0.0013284775189537094,0.14574314574314573,0.12720403022670027,693.0
|
||||
4.5,0.03,0.0004781593677045538,0.0596574128765505,0.05629877369007804,1693.0
|
||||
5.0,0.03,8.25122686274828e-05,0.011475968639927281,0.01134576499662997,8801.0
|
||||
5.5,0.03,1.9686505446046404e-05,0.00301843937718538,0.0030093558190811037,33461.0
|
||||
1.0,0.04,0.09457017130284456,1.0,0.5,101.0
|
||||
1.5,0.04,0.07156608517994656,1.0,0.5,101.0
|
||||
2.0,0.04,0.042582417582417584,0.9711538461538461,0.4926829268292683,104.0
|
||||
2.5,0.04,0.022123015873015874,0.8416666666666667,0.45701357466063347,120.0
|
||||
3.0,0.04,0.01188195584747309,0.5804597701149425,0.36727272727272725,174.0
|
||||
3.5,0.04,0.004222174981103552,0.3005952380952381,0.2311212814645309,336.0
|
||||
4.0,0.04,0.0009012151869294727,0.0924908424908425,0.08466051969823973,1092.0
|
||||
4.5,0.04,0.00033092973839133315,0.036942209217264085,0.03562610229276896,2734.0
|
||||
5.0,0.04,5.291338079563754e-05,0.006352600792502673,0.0063125,15899.0
|
||||
5.5,0.04,1.191919191919192e-05,0.001469090909090909,0.0014669358469739002,68750.0
|
||||
1.0,0.05,0.09504164702184505,1.0,0.5,101.0
|
||||
1.5,0.05,0.07347163287757347,1.0,0.5,101.0
|
||||
2.0,0.05,0.04208638583638584,0.9711538461538461,0.4926829268292683,104.0
|
||||
2.5,0.05,0.023059617547806523,0.7952755905511811,0.44298245614035087,127.0
|
||||
3.0,0.05,0.010484749455337691,0.4950980392156863,0.33114754098360655,204.0
|
||||
3.5,0.05,0.0037675070028011202,0.2376470588235294,0.1920152091254753,425.0
|
||||
4.0,0.05,0.0008795184740562892,0.07072829131652661,0.06605624591236102,1428.0
|
||||
4.5,0.05,0.0002754500310366232,0.028212290502793298,0.02743819614235262,3580.0
|
||||
5.0,0.05,4.450739983899932e-05,0.004690692922162363,0.00466879304765867,21532.0
|
||||
5.5,0.05,1.10331208907129e-05,0.0012452993033721718,0.0012437504617885378,81105.0
|
||||
1.0,0.06,0.09594530881659595,1.0,0.5,101.0
|
||||
1.5,0.06,0.07488606003457489,1.0,0.5,101.0
|
||||
2.0,0.06,0.04673721340388007,0.9351851851851852,0.48325358851674644,108.0
|
||||
2.5,0.06,0.02305586317214224,0.7829457364341085,0.4391304347826087,129.0
|
||||
3.0,0.06,0.010818216175359033,0.48095238095238096,0.3247588424437299,210.0
|
||||
3.5,0.06,0.003532713898567557,0.22394678492239467,0.18297101449275363,451.0
|
||||
4.0,0.06,0.0008638644324529016,0.06693174287607687,0.06273291925465839,1509.0
|
||||
4.5,0.06,0.0002779138561254098,0.02664204695331047,0.025950668036998973,3791.0
|
||||
5.0,0.06,4.3710114520500044e-05,0.004674411070486416,0.0046526626128616175,21607.0
|
||||
5.5,0.06,1.069084023682721e-05,0.0011830576769901139,0.0011816597054040458,85372.0
|
||||
1.0,0.07,0.09735973597359736,1.0,0.5,101.0
|
||||
1.5,0.07,0.07594148770619359,0.9901960784313726,0.4975369458128079,102.0
|
||||
2.0,0.07,0.047746468618028254,0.926605504587156,0.48095238095238096,109.0
|
||||
2.5,0.07,0.02316849816849817,0.7769230769230769,0.43722943722943725,130.0
|
||||
3.0,0.07,0.010128578360019408,0.4410480349344978,0.30606060606060603,229.0
|
||||
3.5,0.07,0.003671482838149505,0.21581196581196582,0.17750439367311072,468.0
|
||||
4.0,0.07,0.0008624471564170057,0.06344221105527638,0.0596574128765505,1592.0
|
||||
4.5,0.07,0.0002759316166019518,0.02526263131565783,0.02464015613564284,3998.0
|
||||
5.0,0.07,4.360139046240681e-05,0.004474768508262815,0.004454834156669019,22571.0
|
||||
5.5,0.07,1.073840582583297e-05,0.0011680081413636785,0.001166645489933351,86472.0
|
||||
1.0,0.08,0.09635785007072135,1.0,0.5,101.0
|
||||
1.5,0.08,0.07675848117024588,0.9901960784313726,0.4975369458128079,102.0
|
||||
2.0,0.08,0.048868312757201646,0.9351851851851852,0.48325358851674644,108.0
|
||||
2.5,0.08,0.023825146856642918,0.7952755905511811,0.44298245614035087,127.0
|
||||
3.0,0.08,0.010608117516012252,0.44298245614035087,0.3069908814589666,228.0
|
||||
3.5,0.08,0.003591674765144153,0.20612244897959184,0.17089678510998307,490.0
|
||||
4.0,0.08,0.0008916259732719562,0.0659699542782495,0.061887254901960786,1531.0
|
||||
4.5,0.08,0.0002860050311603272,0.02681178656756039,0.02611168562564633,3767.0
|
||||
5.0,0.08,4.66066981438279e-05,0.004726030602217959,0.004703800298062593,21371.0
|
||||
5.5,0.08,1.0967098516175105e-05,0.001198002538342012,0.001196569045588096,84307.0
|
||||
1.0,0.09,0.09704541882759704,1.0,0.5,101.0
|
||||
1.5,0.09,0.07716697790227202,0.9901960784313726,0.4975369458128079,102.0
|
||||
2.0,0.09,0.04908877131099353,0.9351851851851852,0.48325358851674644,108.0
|
||||
2.5,0.09,0.024021567914697686,0.7709923664122137,0.4353448275862069,131.0
|
||||
3.0,0.09,0.010953843903152658,0.46543778801843316,0.31761006289308175,217.0
|
||||
3.5,0.09,0.0037598372682406296,0.21218487394957983,0.17504332755632582,476.0
|
||||
4.0,0.09,0.00093346911065852,0.06856754921928038,0.06416772554002541,1473.0
|
||||
4.5,0.09,0.00029212212589521295,0.026649076517150396,0.02595733744538679,3790.0
|
||||
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5.5,0.16,0.374017758918749,1.0,0.5,101.0
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||||
|
@@ -0,0 +1,8 @@
|
||||
{
|
||||
"duration": 3634.816580417013,
|
||||
"name": "2d_BER_FER_DFR_pegreg252x504",
|
||||
"platform": "Linux-6.1.6-arch1-3-x86_64-with-glibc2.36",
|
||||
"omega": 0.05,
|
||||
"K": 200,
|
||||
"end_time": "2023-01-23 23:15:08.602126"
|
||||
}
|
||||
901
latex/presentations/midterm/res/proximal/2d_grad_L.csv
Normal file
901
latex/presentations/midterm/res/proximal/2d_grad_L.csv
Normal file
@@ -0,0 +1,901 @@
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latex/presentations/midterm/res/proximal/2d_grad_h.csv
Normal file
901
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Normal file
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1.25,1.25,4.21875,4.21875,5.966213466261495
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@@ -0,0 +1,201 @@
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||||
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101
latex/presentations/midterm/res/proximal/comp_bch_7_4_raw.csv
Normal file
101
latex/presentations/midterm/res/proximal/comp_bch_7_4_raw.csv
Normal file
@@ -0,0 +1,101 @@
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||||
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||||
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||||
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||||
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File diff suppressed because one or more lines are too long
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8
latex/presentations/midterm/res/proximal/fps_vs_n.csv
Normal file
8
latex/presentations/midterm/res/proximal/fps_vs_n.csv
Normal file
@@ -0,0 +1,8 @@
|
||||
n,k,fps,spf
|
||||
96,48,23963.664002681122,4.1729845648316434e-05
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||||
204,102,11466.593636251799,8.720985775919413e-05
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||||
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||||
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||||
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||||
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||||
504,252,252.54094111529753,0.0039597539930899765
|
||||
|
5
latex/presentations/midterm/sections/appendix.tex
Normal file
5
latex/presentations/midterm/sections/appendix.tex
Normal file
@@ -0,0 +1,5 @@
|
||||
%\appendix
|
||||
%
|
||||
%\section{Proximal Decoding}%
|
||||
%\label{app:Proximal Decoding}
|
||||
|
||||
318
latex/presentations/midterm/sections/decoding_algorithms.tex
Normal file
318
latex/presentations/midterm/sections/decoding_algorithms.tex
Normal file
@@ -0,0 +1,318 @@
|
||||
\section{Decoding Algorithms}%
|
||||
\label{sec:Decoding Algorithms}
|
||||
|
||||
|
||||
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
||||
\subsection{Proximal Decoding}%
|
||||
\label{sub:Alg Proximal Decoding}
|
||||
|
||||
\begin{frame}[t]
|
||||
\frametitle{Proximal Decoding: General Idea \cite{proximal_paper}}
|
||||
|
||||
\vspace*{-0.3cm}
|
||||
|
||||
\begin{itemize}
|
||||
\item MAP rule:
|
||||
\begin{align*}
|
||||
\hat{\boldsymbol{x}}
|
||||
&= \argmax_{x\in\mathbb{R}^n}
|
||||
f_{\boldsymbol{Y}}\left( \boldsymbol{y} | \boldsymbol{x} \right)
|
||||
f_{\boldsymbol{X}}\left( \boldsymbol{x} \right)\\
|
||||
&= \argmax_{x\in\mathbb{R}^n}
|
||||
e^{-L\left( \boldsymbol{y} | \boldsymbol{x}\right)}
|
||||
f_{\boldsymbol{X}}\left( \boldsymbol{x} \right),
|
||||
\hspace{5mm} L\left( \boldsymbol{y} | \boldsymbol{x} \right)
|
||||
= - \ln\left( f_{\boldsymbol{Y}}
|
||||
\left( \boldsymbol{y} | \boldsymbol{x} \right) \right)
|
||||
\end{align*}
|
||||
\item Approximation of prior PDF:
|
||||
\begin{align*}
|
||||
f_{\boldsymbol{X}}\left( \boldsymbol{x} \right)
|
||||
= \frac{1}{\left| \mathcal{C}\left( \boldsymbol{H} \right) \right| }
|
||||
\sum_{\boldsymbol{c} \in \mathcal{C}\left( \boldsymbol{H} \right) }
|
||||
\delta\left( \boldsymbol{x} - \left( -1 \right)^{\boldsymbol{c}} \right)
|
||||
\approx \frac{1}{Z} e^{-\gamma h\left( \boldsymbol{x} \right) }
|
||||
\end{align*}
|
||||
\item Code constraint polynomial:
|
||||
\begin{minipage}[c]{0.56\textwidth}
|
||||
\raggedright
|
||||
|
||||
\begin{align*}
|
||||
h\left( \boldsymbol{x} \right) =
|
||||
\underbrace{\sum_{j=1}^{n} \left( x_j^2 - 1 \right)^2}_{\text{Bipolar
|
||||
constraint}}
|
||||
+ \underbrace{\sum_{i=1}^{m} \left[ \left(
|
||||
\prod_{j\in\mathcal{A}\left( i \right)} x_j\right) -1 \right]^2}
|
||||
_{\text{Parity constraint}},
|
||||
\end{align*}
|
||||
\end{minipage}%
|
||||
\begin{minipage}[c]{0.4\textwidth}
|
||||
\raggedleft
|
||||
\begin{flalign*}
|
||||
\mathcal{I} &\equiv \left[1\text{ : }n\right],\hspace{2mm} \mathcal{J} \equiv \left[1\text{ : }m\right] \\
|
||||
\mathcal{A}\left( i \right) &\equiv \left\{j | j\in \mathcal{J},
|
||||
\boldsymbol{H}_{j,i} = 1
|
||||
\right\}, i \in \mathcal{I}\\
|
||||
\end{flalign*}
|
||||
\end{minipage}
|
||||
\hfill
|
||||
\end{itemize}
|
||||
\end{frame}
|
||||
|
||||
|
||||
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
||||
\begin{frame}[t]
|
||||
\frametitle{Proximal Decoding: General Idea}
|
||||
|
||||
\begin{itemize}
|
||||
\item Objective function:
|
||||
\begin{align*}
|
||||
f\left( \boldsymbol{x} \right)
|
||||
= L\left( \boldsymbol{y} | \boldsymbol{x} \right)
|
||||
+ \gamma h\left( \boldsymbol{x} \right)
|
||||
\end{align*}
|
||||
\note{Notational difference between $f$ and $f_X$ or $f_Y$}
|
||||
\item Proximal operator \cite{proximal_algorithms}:
|
||||
\begin{align*}
|
||||
\text{prox}_{\gamma h} \left( \boldsymbol{x} \right) &\equiv
|
||||
\argmin_{\boldsymbol{t}\in\mathbb{R}^n} \left(
|
||||
\gamma h\left( \boldsymbol{t} \right) + \frac{1}{2} \lVert \boldsymbol{t}
|
||||
- \boldsymbol{x} \rVert^2 \right)\\
|
||||
&\approx \boldsymbol{x} - \gamma \nabla h\left( \boldsymbol{x} \right),
|
||||
\hspace{5mm} \gamma \text{ small}
|
||||
\end{align*}
|
||||
\item Iterative decoding process:
|
||||
\begin{align*}
|
||||
\boldsymbol{r} &\leftarrow \boldsymbol{s}
|
||||
- \omega \nabla L\left( \boldsymbol{y} | \boldsymbol{s}
|
||||
\right), \hspace{5mm} \omega > 0
|
||||
\hspace{10mm} \text{``Gradient descent step''}\\
|
||||
\boldsymbol{s} &\leftarrow \boldsymbol{r}
|
||||
- \gamma \nabla h\left( \boldsymbol{r}
|
||||
\right), \hspace{9mm} \gamma > 0
|
||||
\hspace{10mm} \text{``Code proximal step''}
|
||||
\end{align*}
|
||||
\end{itemize}
|
||||
\end{frame}
|
||||
|
||||
|
||||
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
||||
\begin{frame}[t, fragile]
|
||||
\frametitle{Proximal Decoding: Algorithm}
|
||||
\begin{itemize}
|
||||
\item Iterative decoding algorithm \cite{proximal_paper}:
|
||||
\end{itemize}
|
||||
|
||||
\vspace{2mm}
|
||||
\begin{algorithm}[caption={}, label={}]
|
||||
$\boldsymbol{s} \leftarrow \boldsymbol{0}$
|
||||
for $K$ iterations do
|
||||
$\boldsymbol{r} \leftarrow \boldsymbol{s} - \omega \nabla L \left( \boldsymbol{y} \mid \boldsymbol{s} \right) $
|
||||
$\boldsymbol{s} \leftarrow \boldsymbol{r} - \gamma \nabla h\left( \boldsymbol{r} \right) $
|
||||
$\boldsymbol{\hat{x}} \leftarrow \text{sign}\left( \boldsymbol{s} \right) $
|
||||
if $\boldsymbol{H}\boldsymbol{\hat{c}} = \boldsymbol{0}$ do
|
||||
return $\boldsymbol{\hat{c}}$
|
||||
end if
|
||||
end for
|
||||
return $\boldsymbol{\hat{c}}$
|
||||
\end{algorithm}
|
||||
\end{frame}
|
||||
|
||||
|
||||
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
||||
\subsection{LP Decoding}%
|
||||
\label{sub:LP Decoding}
|
||||
|
||||
\begin{frame}[t]
|
||||
\frametitle{LP Decoding \cite{feldman_paper}}
|
||||
|
||||
\begin{minipage}[c]{0.6\linewidth}
|
||||
\begin{itemize}
|
||||
\item Codeword polytope:
|
||||
\begin{align*}
|
||||
\text{poly}\left( \mathcal{C} \right) =
|
||||
\left\{
|
||||
\sum_{\boldsymbol{c}\in\mathcal{C}}\lambda_{\boldsymbol{c}}
|
||||
\boldsymbol{c} : \lambda_{\boldsymbol{c}} \ge 0,
|
||||
\sum_{\boldsymbol{c}\in\mathcal{C}}\lambda_{\boldsymbol{c}} = 1
|
||||
\right\},
|
||||
\hspace{5mm} \lambda_{\boldsymbol{c}} \in \mathbb{R}_{\ge 0}
|
||||
\end{align*}
|
||||
\item Cost function:
|
||||
\begin{align*}
|
||||
\sum_{i=1}^{n} \gamma_i c_i,
|
||||
\hspace{5mm}\gamma_i = \ln\left(
|
||||
\frac{P\left( Y=y_i | C=0 \right) }{P\left( Y=y_i | C=1 \right) } \right)
|
||||
\end{align*}
|
||||
\item LP formulation of ML decoding:
|
||||
\begin{align*}
|
||||
&\text{minimize } \sum_{i=1}^{n} \gamma_i f_i \\
|
||||
&\text{subject to } \boldsymbol{f}\in\text{poly}\left( \mathcal{C} \right)
|
||||
\end{align*}
|
||||
\end{itemize}
|
||||
\end{minipage}%
|
||||
\hfill%
|
||||
\begin{minipage}[c]{0.4\linewidth}
|
||||
\begin{figure}[H]
|
||||
\centering
|
||||
|
||||
\tikzstyle{codeword} = [color=KITblue, fill=KITblue,
|
||||
draw, circle, inner sep=0pt, minimum size=4pt]
|
||||
|
||||
\tdplotsetmaincoords{60}{245}
|
||||
\begin{tikzpicture}[scale=1, transform shape, tdplot_main_coords]
|
||||
% Cube
|
||||
|
||||
\draw[dashed] (0, 0, 0) -- (2, 0, 0);
|
||||
\draw[dashed] (2, 0, 0) -- (2, 0, 2);
|
||||
\draw[] (2, 0, 2) -- (0, 0, 2);
|
||||
\draw[] (0, 0, 2) -- (0, 0, 0);
|
||||
|
||||
\draw[] (0, 2, 0) -- (2, 2, 0);
|
||||
\draw[] (2, 2, 0) -- (2, 2, 2);
|
||||
\draw[] (2, 2, 2) -- (0, 2, 2);
|
||||
\draw[] (0, 2, 2) -- (0, 2, 0);
|
||||
|
||||
\draw[] (0, 0, 0) -- (0, 2, 0);
|
||||
\draw[dashed] (2, 0, 0) -- (2, 2, 0);
|
||||
\draw[] (2, 0, 2) -- (2, 2, 2);
|
||||
\draw[] (0, 0, 2) -- (0, 2, 2);
|
||||
|
||||
% Codeword Polytope
|
||||
|
||||
\draw[line width=1pt, color=KITblue] (0, 0, 0) -- (2, 0, 2);
|
||||
\draw[line width=1pt, color=KITblue] (0, 0, 0) -- (2, 2, 0);
|
||||
\draw[line width=1pt, color=KITblue] (0, 0, 0) -- (0, 2, 2);
|
||||
|
||||
\draw[line width=1pt, color=KITblue] (2, 0, 2) -- (2, 2, 0);
|
||||
\draw[line width=1pt, color=KITblue] (2, 0, 2) -- (0, 2, 2);
|
||||
|
||||
\draw[line width=1pt, color=KITblue] (0, 2, 2) -- (2, 2, 0);
|
||||
|
||||
% Polytope Annotations
|
||||
|
||||
\node[codeword] (c000) at (0, 0, 0) {};% {$\left( 0, 0, 0 \right) $};
|
||||
\node[codeword] (c101) at (2, 0, 2) {};% {$\left( 1, 0, 1 \right) $};
|
||||
\node[codeword] (c110) at (2, 2, 0) {};% {$\left( 1, 1, 0 \right) $};
|
||||
\node[codeword] (c011) at (0, 2, 2) {};% {$\left( 0, 1, 1 \right) $};
|
||||
|
||||
\node[color=KITblue, right=0cm of c000] {$\left( 0, 0, 0 \right) $};
|
||||
\node[color=KITblue, above=0cm of c101] {$\left( 1, 0, 1 \right) $};
|
||||
\node[color=KITblue, left=0cm of c110] {$\left( 1, 1, 0 \right) $};
|
||||
\node[color=KITblue, left=0cm of c011] {$\left( 0, 1, 1 \right) $};
|
||||
|
||||
% f
|
||||
|
||||
\node[color=KITgreen, fill=KITgreen,
|
||||
draw, circle, inner sep=0pt, minimum size=4pt] (f) at (0.7, 0.7, 1) {};
|
||||
\node[color=KITgreen, right=0cm of f] {$\boldsymbol{f}$};
|
||||
\end{tikzpicture}
|
||||
\caption{$\text{poly}\left( \mathcal{C} \right)$ for $n=3$}
|
||||
\end{figure}
|
||||
\end{minipage}
|
||||
\end{frame}
|
||||
|
||||
|
||||
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
||||
%\begin{frame}[t]
|
||||
% \frametitle{LP Relaxation}
|
||||
%
|
||||
% \begin{minipage}[c]{0.6\linewidth}
|
||||
% \begin{itemize}
|
||||
% \item Set of all variable nodes incident to a check node:
|
||||
% \begin{align*}
|
||||
% N\left( j \right) \equiv \left\{
|
||||
% i | i\in \mathcal{I},
|
||||
% \boldsymbol{H}_{j,i} = 1
|
||||
% \right\},
|
||||
% j \in \mathcal{J}
|
||||
% \end{align*}
|
||||
% \begin{align*}
|
||||
% S \subseteq N\left( j \right), \left| S \right| \text{odd}
|
||||
% \end{align*}
|
||||
% \item Relaxed polytope representation:
|
||||
% \begin{align*}
|
||||
% \sum_{i\in \left( N\left( j \right) \setminus S\right) } f_i
|
||||
% + \sum_{i\in S} \left( 1 - f_i \right) \ge 1
|
||||
% \end{align*}
|
||||
% ``$\boldsymbol{f}$ is separated by at least one bitflip
|
||||
% from all illegal configurations''
|
||||
% \end{itemize}
|
||||
% \end{minipage}%
|
||||
% \hfill%
|
||||
% \begin{minipage}[c]{0.4\linewidth}
|
||||
% \begin{figure}[H]
|
||||
% \centering
|
||||
%
|
||||
% \tikzstyle{codeword} = [color=KITblue, fill=KITblue,
|
||||
% draw, circle, inner sep=0pt, minimum size=4pt]
|
||||
%
|
||||
% \tdplotsetmaincoords{60}{245}
|
||||
% \begin{tikzpicture}[scale=1, transform shape, tdplot_main_coords]
|
||||
% % Cube
|
||||
%
|
||||
% \draw[dashed] (0, 0, 0) -- (2, 0, 0);
|
||||
% \draw[dashed] (2, 0, 0) -- (2, 0, 2);
|
||||
% \draw[] (2, 0, 2) -- (0, 0, 2);
|
||||
% \draw[] (0, 0, 2) -- (0, 0, 0);
|
||||
%
|
||||
% \draw[] (0, 2, 0) -- (2, 2, 0);
|
||||
% \draw[] (2, 2, 0) -- (2, 2, 2);
|
||||
% \draw[] (2, 2, 2) -- (0, 2, 2);
|
||||
% \draw[] (0, 2, 2) -- (0, 2, 0);
|
||||
%
|
||||
% \draw[] (0, 0, 0) -- (0, 2, 0);
|
||||
% \draw[dashed] (2, 0, 0) -- (2, 2, 0);
|
||||
% \draw[] (2, 0, 2) -- (2, 2, 2);
|
||||
% \draw[] (0, 0, 2) -- (0, 2, 2);
|
||||
%
|
||||
% % Codeword Polytope
|
||||
%
|
||||
% \draw[line width=1pt, color=KITblue] (0, 0, 0) -- (2, 0, 2);
|
||||
% \draw[line width=1pt, color=KITblue] (0, 0, 0) -- (2, 2, 0);
|
||||
% \draw[line width=1pt, color=KITblue] (0, 0, 0) -- (0, 2, 2);
|
||||
%
|
||||
% \draw[line width=1pt, color=KITblue] (2, 0, 2) -- (2, 2, 0);
|
||||
% \draw[line width=1pt, color=KITblue] (2, 0, 2) -- (0, 2, 2);
|
||||
%
|
||||
% \draw[line width=1pt, color=KITblue] (0, 2, 2) -- (2, 2, 0);
|
||||
%
|
||||
% % Polytope Annotations
|
||||
%
|
||||
% \node[codeword, color=KITred] (c111) at (2, 2, 2) {};% {$\left( 0, 0, 0 \right) $};
|
||||
% \node[codeword, color=KITred] (c001) at (0, 0, 2) {};% {$\left( 1, 0, 1 \right) $};
|
||||
% \node[codeword, color=KITred] (c100) at (2, 0, 0) {};% {$\left( 1, 1, 0 \right) $};
|
||||
% \node[codeword, color=KITred] (c010) at (0, 2, 0) {};% {$\left( 0, 1, 1 \right) $};
|
||||
%
|
||||
% \node[color=KITred, left=0cm of c111] {$\left( 1, 1, 1 \right) $};
|
||||
% \node[color=KITred, right=0cm of c001] {$\left( 0, 0, 1 \right) $};
|
||||
% \node[color=KITred, right=0.35cm of c100] {$\left( 1, 0, 0 \right) $};
|
||||
% \node[color=KITred, below=0cm of c010] {$\left( 0, 1, 0 \right) $};
|
||||
% \end{tikzpicture}
|
||||
% \caption{Relaxed polytope for $n=3$}
|
||||
% \end{figure}
|
||||
% \end{minipage}
|
||||
% \todo{How is this a relaxation and not just an alternative formulation?
|
||||
% We have just switched out valid codewords for invalid ones}
|
||||
% \todo{Is LP Relaxation relevant as theoretical background?}
|
||||
%\end{frame}
|
||||
|
||||
|
||||
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
||||
%\subsection{ADMM}%
|
||||
%\label{sub:Alg ADMM}
|
||||
%
|
||||
%\begin{frame}[t]
|
||||
% \frametitle{ADMM Decoding: General Idea}
|
||||
%
|
||||
% \todo{TODO}
|
||||
%\end{frame}
|
||||
%
|
||||
%
|
||||
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
||||
%\begin{frame}[t]
|
||||
% \frametitle{ADMM Decoding: Algorithm}
|
||||
%
|
||||
% \todo{TODO}
|
||||
%\end{frame}
|
||||
|
||||
1579
latex/presentations/midterm/sections/examination_results.tex
Normal file
1579
latex/presentations/midterm/sections/examination_results.tex
Normal file
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,32 @@
|
||||
\section{Forthcoming Analysis}%
|
||||
\label{sec:Forthcoming Examinations}
|
||||
|
||||
|
||||
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
||||
\subsection{LP Decoding}%
|
||||
\label{sub:Forth Exam LP Decoding}
|
||||
|
||||
\begin{frame}[t]
|
||||
\frametitle{Forthcoming Analysis}
|
||||
|
||||
\begin{itemize}
|
||||
\item Test ADMM (Alternating Direction Method of Multipliers)
|
||||
as an optimization method for LP Decoding
|
||||
\begin{itemize}
|
||||
\item In LP decoding, the ML decoding problem is reduced to a linear program,
|
||||
which can be solved in polynomial time \cite{lautern}
|
||||
\item ADMM is intended to blend the decomposability
|
||||
of dual ascent with the superior convergence properties of the method
|
||||
of multipliers \cite{distr_opt_book}
|
||||
\item ADMM has been proposed for efficient LP Decoding
|
||||
\cite{efficient_lp_dec_admm}
|
||||
\end{itemize}
|
||||
\item Compare ADMM implementation with Proximal Decoding implementation with respect to
|
||||
\begin{itemize}
|
||||
\item decoding performance (BER, FER)
|
||||
\item computational performance (time complexity, actual seconds per frame)
|
||||
\end{itemize}
|
||||
\end{itemize}
|
||||
|
||||
\end{frame}
|
||||
|
||||
20
latex/presentations/midterm/sections/question_slide.tex
Normal file
20
latex/presentations/midterm/sections/question_slide.tex
Normal file
@@ -0,0 +1,20 @@
|
||||
\begin{frame}[t]
|
||||
\frametitle{Questions}
|
||||
|
||||
\begin{minipage}[c]{0.65\textwidth}
|
||||
\centering
|
||||
|
||||
\LARGE Thank you for your attention!\\ Any questions?
|
||||
\end{minipage}%
|
||||
\begin{minipage}[c]{0.35\textwidth}
|
||||
\centering
|
||||
\begin{figure}[H]
|
||||
\centering
|
||||
|
||||
\begin{tikzpicture}[every node/.style={scale=14}]
|
||||
\node at (0, 0) {\textcolor{KITblue}{?}};
|
||||
\end{tikzpicture}
|
||||
\end{figure}
|
||||
\end{minipage}
|
||||
|
||||
\end{frame}
|
||||
191
latex/presentations/midterm/sections/theoretical_background.tex
Normal file
191
latex/presentations/midterm/sections/theoretical_background.tex
Normal file
@@ -0,0 +1,191 @@
|
||||
\section{Theoretical Background}%
|
||||
\label{sec:Theoretical Background}
|
||||
|
||||
|
||||
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
||||
\subsection{Motivation}%
|
||||
\label{sub:Motivation}
|
||||
|
||||
\begin{frame}[t]
|
||||
\frametitle{Motivation}
|
||||
\begin{itemize}
|
||||
\item The general [ML] decoding problem for linear codes and the general problem
|
||||
of finding the weights of a linear code are both NP-complete. \cite{ml_np_hard_proof}
|
||||
\item The iterative message–passing algorithms preferred in practice do not guarantee
|
||||
optimality and may fail to decode correctly when the graph contains cycles.
|
||||
\cite{ldpc_conv}
|
||||
\item The standard message-passing algorithms used for decoding [LDPC and turbo codes]
|
||||
are often difficult to analyze. \cite{feldman_thesis}
|
||||
|
||||
\end{itemize}
|
||||
\end{frame}
|
||||
|
||||
|
||||
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
||||
\begin{frame}[t]
|
||||
\frametitle{Previous Work}
|
||||
\begin{figure}[h]
|
||||
\centering
|
||||
|
||||
\begin{subfigure}{0.33\textwidth}
|
||||
\centering
|
||||
|
||||
\fbox{\includegraphics[page=1,width=.6\textwidth]{res/Bachelor_Thesis_Yanxia_Lu}}
|
||||
\end{subfigure}%
|
||||
\begin{subfigure}{0.33\textwidth}
|
||||
\centering
|
||||
|
||||
\fbox{\includegraphics[page=25,width=.6\textwidth]{res/Bachelor_Thesis_Yanxia_Lu}}
|
||||
\end{subfigure}%
|
||||
\begin{subfigure}{0.33\textwidth}
|
||||
\centering
|
||||
|
||||
\fbox{\includegraphics[page=60,width=.6\textwidth]{res/Bachelor_Thesis_Yanxia_Lu}}
|
||||
\end{subfigure}%
|
||||
|
||||
\caption{Bachelor's Thesis by Yanxia Lu \cite{yanxia_lu_thesis}}
|
||||
\end{figure}
|
||||
|
||||
\begin{itemize}
|
||||
\item Analysis of ``Proximal Decoding''
|
||||
\item Analysis of ``Interior Point Decoding''
|
||||
\end{itemize}
|
||||
\end{frame}
|
||||
|
||||
|
||||
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
||||
\subsection{Presumptions}%
|
||||
\label{sub:Presumptions}
|
||||
|
||||
\begin{frame}[t]
|
||||
\frametitle{Presumptions: Channel \& Modulation}
|
||||
|
||||
\tikzstyle{mapper} = [rectangle, minimum width=1.5cm, minimum height=0.7cm,
|
||||
rounded corners=0.1cm, text centered, draw=black, fill=KITgreen!80]
|
||||
\begin{figure}[htpb]
|
||||
\centering
|
||||
|
||||
\begin{tikzpicture}[scale=1, transform shape]
|
||||
\node (in) {$\boldsymbol{c}$};
|
||||
\node[mapper, right=0.5cm of in] (bpskmap) {Mapper};
|
||||
\node[right=1.5cm of bpskmap,
|
||||
draw, circle, inner sep=0pt, minimum size=0.5cm] (add) {$+$};
|
||||
\node[below=0.5cm of add] (noise) {$\boldsymbol{z}$};
|
||||
\node[mapper, right=1.5cm of add] (decoder) {Decoder};
|
||||
\node[mapper, right=1.5cm of decoder] (demapper) {Demapper};
|
||||
\node[right=0.5cm of demapper] (out) {$\boldsymbol{\hat{c}}$};
|
||||
|
||||
\node at ($(bpskmap.east)!0.5!(add.west) + (0,0.3cm)$) {$\boldsymbol{x}$};
|
||||
\node at ($(add.east)!0.5!(decoder.west) + (0,0.3cm)$) {$\boldsymbol{y}$};
|
||||
\node at ($(decoder.east)!0.5!(demapper.west) + (0,0.3cm)$) {$\boldsymbol{\hat{x}}$};
|
||||
|
||||
\draw[->] (in) -- (bpskmap);
|
||||
\draw[->] (bpskmap) -- (add);
|
||||
\draw[->] (add) -- (decoder);
|
||||
\draw[->] (noise) -- (add);
|
||||
\draw[->] (decoder) -- (demapper);
|
||||
\draw[->] (demapper) -- (out);
|
||||
\end{tikzpicture}
|
||||
\end{figure}
|
||||
|
||||
\begin{itemize}
|
||||
\item All simulations are performed with BPSK:
|
||||
\begin{align*}
|
||||
\boldsymbol{x} = \left( -1 \right)^{\boldsymbol{c}},
|
||||
\hspace{5mm} \boldsymbol{c} \in \mathbb{F}_2^n,
|
||||
\hspace{2mm} \boldsymbol{x} \in \mathbb{R}^n
|
||||
\end{align*}
|
||||
\item The channel model is AWGN:
|
||||
\begin{align*}
|
||||
\boldsymbol{y} = \boldsymbol{x} + \boldsymbol{z},
|
||||
\hspace{5mm}\boldsymbol{z}\sim \mathcal{N}
|
||||
\left(0,\frac{1}{2}\left(\frac{k}{n}\frac{E_b}{N_0}\right)^{-1}\right),
|
||||
\hspace{2mm} \boldsymbol{y}, \boldsymbol{z} \in \mathbb{R}^n
|
||||
\end{align*}
|
||||
\item All-zeros assumption:
|
||||
\begin{align*}
|
||||
\boldsymbol{c} = \boldsymbol{0}
|
||||
\end{align*}
|
||||
\end{itemize}
|
||||
\end{frame}
|
||||
|
||||
|
||||
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
||||
\subsection{Optimization as a Decoding Method}%
|
||||
\label{sub:Optimization as a Decoding Method}
|
||||
|
||||
\begin{frame}[t]
|
||||
\frametitle{Optimization as a Decoding Method}
|
||||
|
||||
\begin{minipage}[c]{0.6\linewidth}
|
||||
\begin{itemize}
|
||||
\item Reformulate decoding problem as optimization problem
|
||||
\begin{itemize}
|
||||
\item Establish objective function
|
||||
\item Establish constraints
|
||||
\end{itemize}
|
||||
\item Use optimization method to solve the new problem
|
||||
\end{itemize}
|
||||
\end{minipage}%
|
||||
\hfill%
|
||||
\begin{minipage}[c]{0.4\linewidth}
|
||||
\begin{figure}[H]
|
||||
\centering
|
||||
|
||||
\tikzstyle{codeword} = [color=KITblue, fill=KITblue,
|
||||
draw, circle, inner sep=0pt, minimum size=4pt]
|
||||
|
||||
\tdplotsetmaincoords{60}{245}
|
||||
\begin{tikzpicture}[scale=1, transform shape, tdplot_main_coords]
|
||||
% Cube
|
||||
|
||||
\draw[dashed] (0, 0, 0) -- (2, 0, 0);
|
||||
\draw[dashed] (2, 0, 0) -- (2, 0, 2);
|
||||
\draw[] (2, 0, 2) -- (0, 0, 2);
|
||||
\draw[] (0, 0, 2) -- (0, 0, 0);
|
||||
|
||||
\draw[] (0, 2, 0) -- (2, 2, 0);
|
||||
\draw[] (2, 2, 0) -- (2, 2, 2);
|
||||
\draw[] (2, 2, 2) -- (0, 2, 2);
|
||||
\draw[] (0, 2, 2) -- (0, 2, 0);
|
||||
|
||||
\draw[] (0, 0, 0) -- (0, 2, 0);
|
||||
\draw[dashed] (2, 0, 0) -- (2, 2, 0);
|
||||
\draw[] (2, 0, 2) -- (2, 2, 2);
|
||||
\draw[] (0, 0, 2) -- (0, 2, 2);
|
||||
|
||||
% Codeword Polytope
|
||||
|
||||
% \draw[line width=1pt, color=KITblue] (0, 0, 0) -- (2, 0, 2);
|
||||
% \draw[line width=1pt, color=KITblue] (0, 0, 0) -- (2, 2, 0);
|
||||
% \draw[line width=1pt, color=KITblue] (0, 0, 0) -- (0, 2, 2);
|
||||
|
||||
% \draw[line width=1pt, color=KITblue] (2, 0, 2) -- (2, 2, 0);
|
||||
% \draw[line width=1pt, color=KITblue] (2, 0, 2) -- (0, 2, 2);
|
||||
|
||||
% \draw[line width=1pt, color=KITblue] (0, 2, 2) -- (2, 2, 0);
|
||||
|
||||
% Polytope Annotations
|
||||
|
||||
\node[codeword] (c000) at (0, 0, 0) {};% {$\left( 0, 0, 0 \right) $};
|
||||
\node[codeword] (c101) at (2, 0, 2) {};% {$\left( 1, 0, 1 \right) $};
|
||||
\node[codeword] (c110) at (2, 2, 0) {};% {$\left( 1, 1, 0 \right) $};
|
||||
\node[codeword] (c011) at (0, 2, 2) {};% {$\left( 0, 1, 1 \right) $};
|
||||
|
||||
\node[color=KITblue, right=0cm of c000] {$\left( 0, 0, 0 \right) $};
|
||||
\node[color=KITblue, above=0cm of c101] {$\left( 1, 0, 1 \right) $};
|
||||
\node[color=KITblue, left=0cm of c110] {$\left( 1, 1, 0 \right) $};
|
||||
\node[color=KITblue, left=0cm of c011] {$\left( 0, 1, 1 \right) $};
|
||||
|
||||
% f
|
||||
|
||||
\node[color=KITgreen, fill=KITgreen,
|
||||
draw, circle, inner sep=0pt, minimum size=4pt] (f) at (0.7, 0.7, 1) {};
|
||||
\node[color=KITgreen, right=0cm of f] {$\boldsymbol{f}$};
|
||||
\end{tikzpicture}
|
||||
|
||||
\caption{Hypercube ($n=3$) with valid codewords}
|
||||
\end{figure}
|
||||
\end{minipage}
|
||||
\end{frame}
|
||||
|
||||
Binary file not shown.
Reference in New Issue
Block a user