From b60b1a2aed357a8761407c107ea30a69ed166577 Mon Sep 17 00:00:00 2001 From: Andreas Tsouchlos Date: Mon, 30 Mar 2026 03:56:17 +0200 Subject: [PATCH] Add param-exploration.tex --- src/param-exploration/main.tex | 477 +++++++++++++++++++++++++++++++++ 1 file changed, 477 insertions(+) create mode 100644 src/param-exploration/main.tex diff --git a/src/param-exploration/main.tex b/src/param-exploration/main.tex new file mode 100644 index 0000000..f75197d --- /dev/null +++ b/src/param-exploration/main.tex @@ -0,0 +1,477 @@ +\documentclass{article} + +\usepackage[a4paper,left=2cm,right=2cm,top=2.5cm,bottom=2cm]{geometry} +\usepackage{float} +\usepackage{amsmath} +\usepackage{hyperref} +\usepackage{amsfonts} +\usepackage{mleftright} +\usepackage{bm} +\usepackage{tikz} +\usepackage{subcaption} +\usepackage{xcolor} +\usepackage{pgfplots} +\pgfplotsset{compat=newest} +\usepackage{acro} +\usepackage{braket} +\usepackage[ + backend=biber, + style=ieee, + sorting=nty, +]{biblatex} +\usepackage{todonotes} +\usepackage{lipsum} + +\usetikzlibrary{calc, positioning} + +\input{lib/latex-common/common.tex} +\pgfplotsset{colorscheme/matplotlib} + +% +% +% Custom commands +% +% + +\newcommand{\red}[1]{\textcolor{red}{#1}} +\newcommand{\figwidth}{8cm} +\newcommand{\figheight}{6.5cm} + +% +% +% Acronyms +% +% + +\DeclareAcronym{qec}{ + short=QEC, + long=quantum error correction +} + +\addbibresource{src/proposal/MA.bib} + +% +% +% Content +% +% + +\title{Parameter Exploration} +\author{Andreas Tsouchlos} + +\begin{document} + +\maketitle + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\section{Whole vs Windowed decoding} +\label{sec:Whole vs Windowed decoding} + + +\begin{figure}[H] + \centering + + \begin{subfigure}{0.5\textwidth} + \begin{tikzpicture} + \begin{axis}[ + width=\figwidth, + height=\figheight, + ymode=log, + legend style={ + cells={anchor=west}, + cells={align=left}, + }, + enlargelimits=false, + ymin=1e-2, ymax=1, + grid=both, + legend pos = south east, + xtick={0.001,0.0015,...,0.004}, + xticklabel style={/pgf/number format/fixed}, + xticklabel style={/pgf/number format/precision=4}, + scaled x ticks=false, + xlabel={Physical error rate}, + ylabel={LER}, + ] + \foreach \W/\col in {3/scol2,4/scol1,5/scol0} { + \edef\temp{\noexpand + \addplot+[mark=o, line width=1pt, densely dashed, \col] + table[col sep=comma, x=physical_p, y=LER_whole] + {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=minimum_sum,+experiment=windowed_vs_whole_param_exploration,+system.F=1,+system.W=\W/2026-03-29_23-39-18/LERs.csv}; + } + \temp + + \addlegendentryexpanded{$W = \W$~whole} + } + + \foreach \W/\col in {3/scol2,4/scol1,5/scol0} { + \edef\temp{\noexpand + \addplot+[mark=o, line width=1pt, \col] + table[col sep=comma, x=physical_p, y=LER_sw] + {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=minimum_sum,+experiment=windowed_vs_whole_param_exploration,+system.F=1,+system.W=\W/2026-03-29_23-39-18/LERs.csv}; + } + \temp + + \addlegendentryexpanded{$W = \W$~windowed} + } + \end{axis} + \end{tikzpicture} + \caption{Min-Sum} + \end{subfigure}% + \begin{subfigure}{0.5\textwidth} + \begin{tikzpicture} + \begin{axis}[ + width=\figwidth, + height=\figheight, + ymode=log, + legend style={ + cells={anchor=west}, + cells={align=left}, + }, + enlargelimits=false, + ymin=1e-2, ymax=1, + grid=both, + legend pos = south east, + xtick={0.001,0.0015,...,0.004}, + xticklabel style={/pgf/number format/fixed}, + xticklabel style={/pgf/number format/precision=4}, + scaled x ticks=false, + xlabel={Physical error rate}, + ylabel={LER}, + ] + \foreach \W/\col in {3/scol2,4/scol1,5/scol0} { + \edef\temp{\noexpand + \addplot+[mark=o, line width=1pt, densely dashed, \col] + table[col sep=comma, x=physical_p, y=LER_whole] + {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=product_sum,+experiment=windowed_vs_whole_param_exploration,+system.F=1,+system.W=\W/2026-03-29_23-39-18/LERs.csv}; + } + \temp + + \addlegendentryexpanded{$W = \W$~whole} + } + + \foreach \W/\col in {3/scol2,4/scol1,5/scol0} { + \edef\temp{\noexpand + \addplot+[mark=o, line width=1pt, \col] + table[col sep=comma, x=physical_p, y=LER_sw] + {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=product_sum,+experiment=windowed_vs_whole_param_exploration,+system.F=1,+system.W=\W/2026-03-29_23-39-18/LERs.csv}; + } + \temp + + \addlegendentryexpanded{$W = \W$~windowed} + } + \end{axis} + \end{tikzpicture} + \caption{SPA} + \end{subfigure} + + \caption{BP simulations for the [[144,12,12]]-BB code with $F=1, + n_\text{iter,BP}=32$} +\end{figure} + +\begin{figure}[H] + \centering + + \begin{subfigure}{0.5\textwidth} + \begin{tikzpicture} + \begin{axis}[ + width=\figwidth, + height=\figheight, + ymode=log, + legend style={ + cells={anchor=west}, + cells={align=left}, + }, + enlargelimits=false, + ymin=1e-2, ymax=1, + grid=both, + legend pos = south east, + xtick={0.001,0.0015,...,0.004}, + xticklabel style={/pgf/number format/fixed}, + xticklabel style={/pgf/number format/precision=4}, + scaled x ticks=false, + xlabel={Physical error rate}, + ylabel={LER}, + ] + \foreach \F/\col in {1/scol2,2/scol1,3/scol0} { + \edef\temp{\noexpand + \addplot+[mark=o, line width=1pt, densely dashed, \col] + table[col sep=comma, x=physical_p, y=LER_whole] + {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=minimum_sum,+experiment=windowed_vs_whole_param_exploration,+system.F=\F,+system.W=5/2026-03-29_23-39-18/LERs.csv}; + } + \temp + + \addlegendentryexpanded{$F = \F$~whole} + } + + \foreach \F/\col in {1/scol2,2/scol1,3/scol0} { + \edef\temp{\noexpand + \addplot+[mark=o, line width=1pt, \col] + table[col sep=comma, x=physical_p, y=LER_sw] + % {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=minimum_sum,+experiment=windowed_vs_whole_param_exploration,+system.F=\F,+system.W=5/2026-03-29_23-39-18/LERs.csv}; + {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=minimum_sum,+experiment=windowed_vs_whole_param_exploration,+system.F=\F,+system.W=5/2026-03-29_23-39-18/LERs.csv}; + } + \temp + + \addlegendentryexpanded{$F = \F$~windowed} + } + \end{axis} + \end{tikzpicture} + \caption{Min-Sum} + \end{subfigure}% + \begin{subfigure}{0.5\textwidth} + \begin{tikzpicture} + \begin{axis}[ + width=\figwidth, + height=\figheight, + ymode=log, + legend style={ + cells={anchor=west}, + cells={align=left}, + }, + enlargelimits=false, + ymin=1e-2, ymax=1, + grid=both, + legend pos = south east, + xtick={0.001,0.0015,...,0.004}, + xticklabel style={/pgf/number format/fixed}, + xticklabel style={/pgf/number format/precision=4}, + scaled x ticks=false, + xlabel={Physical error rate}, + ylabel={LER}, + ] + \foreach \F/\col in {1/scol2,2/scol1,3/scol0} { + \edef\temp{\noexpand + \addplot+[mark=o, line width=1pt, densely dashed, \col] + table[col sep=comma, x=physical_p, y=LER_whole] + {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=product_sum,+experiment=windowed_vs_whole_param_exploration,+system.F=\F,+system.W=5/2026-03-29_23-39-18/LERs.csv}; + } + \temp + + \addlegendentryexpanded{$F = \F$~whole} + } + + \foreach \F/\col in {1/scol2,2/scol1,3/scol0} { + \edef\temp{\noexpand + \addplot+[mark=o, line width=1pt, \col] + table[col sep=comma, x=physical_p, y=LER_sw] + {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=product_sum,+experiment=windowed_vs_whole_param_exploration,+system.F=\F,+system.W=5/2026-03-29_23-39-18/LERs.csv}; + } + \temp + + \addlegendentryexpanded{$F = \F$~windowed} + } + \end{axis} + \end{tikzpicture} + \caption{SPA} + \end{subfigure} + + \caption{BP simulations for the [[144,12,12]]-BB code with $W=5, + n_\text{iter,BP}=32$} +\end{figure} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\section{Soft- vs Hard- Information Decoding} +\label{sec:Soft- vs Hard- Information Decoding} + +\begin{figure}[H] + \centering + + \begin{subfigure}{0.5\textwidth} + \begin{tikzpicture} + \begin{axis}[ + width=\figwidth, + height=\figheight, + ymode=log, + legend style={ + cells={anchor=west}, + cells={align=left}, + }, + enlargelimits=false, + ymin=1e-2, ymax=1, + grid=both, + legend pos = south east, + xtick={0.001,0.0015,...,0.004}, + xticklabel style={/pgf/number format/fixed}, + xticklabel style={/pgf/number format/precision=4}, + scaled x ticks=false, + xlabel={Physical error rate}, + ylabel={LER}, + ] + \foreach \W/\col in {3/scol2,4/scol1,5/scol0} { + \edef\temp{\noexpand + \addplot+[mark=o, line width=1pt, densely dashed, \col] + table[col sep=comma, x=physical_p, y=LER_hard] + {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=minimum_sum,+experiment=soft_vs_hard_param_exploration,+system.F=1,+system.W=\W/2026-03-30_00-06-26/LERs.csv}; + } + \temp + + \addlegendentryexpanded{$W = \W$~hard} + } + + \foreach \W/\col in {3/scol2,4/scol1,5/scol0} { + \edef\temp{\noexpand + \addplot+[mark=*, line width=1pt, \col] + table[col sep=comma, x=physical_p, y=LER_soft] + {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=minimum_sum,+experiment=soft_vs_hard_param_exploration,+system.F=1,+system.W=\W/2026-03-30_00-06-26/LERs.csv}; + } + \temp + + \addlegendentryexpanded{$W = \W$~soft} + } + \end{axis} + \end{tikzpicture} + \caption{Min-Sum} + \end{subfigure}% + \begin{subfigure}{0.5\textwidth} + \begin{tikzpicture} + \begin{axis}[ + width=\figwidth, + height=\figheight, + ymode=log, + legend style={ + cells={anchor=west}, + cells={align=left}, + }, + enlargelimits=false, + ymin=1e-2, ymax=1, + grid=both, + legend pos = south east, + xtick={0.001,0.0015,...,0.004}, + xticklabel style={/pgf/number format/fixed}, + xticklabel style={/pgf/number format/precision=4}, + scaled x ticks=false, + xlabel={Physical error rate}, + ylabel={LER}, + ] + \foreach \W/\col in {3/scol2,4/scol1,5/scol0} { + \edef\temp{\noexpand + \addplot+[mark=o, line width=1pt, densely dashed, \col] + table[col sep=comma, x=physical_p, y=LER_hard] + {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=product_sum,+experiment=soft_vs_hard_param_exploration,+system.F=1,+system.W=\W/2026-03-30_00-06-26/LERs.csv}; + } + \temp + + \addlegendentryexpanded{$W = \W$~hard} + } + + \foreach \W/\col in {3/scol2,4/scol1,5/scol0} { + \edef\temp{\noexpand + \addplot+[mark=*, line width=1pt, \col] + table[col sep=comma, x=physical_p, y=LER_soft] + {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=product_sum,+experiment=soft_vs_hard_param_exploration,+system.F=1,+system.W=\W/2026-03-30_00-06-26/LERs.csv}; + } + \temp + + \addlegendentryexpanded{$W = \W$~soft} + } + \end{axis} + \end{tikzpicture} + \caption{SPA} + \end{subfigure} + + \caption{BP simulations for the [[144,12,12]]-BB code with $F=1, + n_\text{iter,BP}=32$} +\end{figure} + +\begin{figure}[H] + \centering + + \begin{subfigure}{0.5\textwidth} + \begin{tikzpicture} + \begin{axis}[ + width=\figwidth, + height=\figheight, + ymode=log, + legend style={ + cells={anchor=west}, + cells={align=left}, + }, + enlargelimits=false, + ymin=1e-2, ymax=1, + grid=both, + legend pos = south east, + xtick={0.001,0.0015,...,0.004}, + xticklabel style={/pgf/number format/fixed}, + xticklabel style={/pgf/number format/precision=4}, + scaled x ticks=false, + xlabel={Physical error rate}, + ylabel={LER}, + ] + \foreach \F/\col in {1/scol2,2/scol1,3/scol0} { + \edef\temp{\noexpand + \addplot+[mark=o, line width=1pt, densely dashed, \col] + table[col sep=comma, x=physical_p, y=LER_hard] + {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=minimum_sum,+experiment=soft_vs_hard_param_exploration,+system.F=\F,+system.W=5/2026-03-30_00-06-26/LERs.csv}; + } + \temp + + \addlegendentryexpanded{$F = \F$~hard} + } + + \foreach \F/\col in {1/scol2,2/scol1,3/scol0} { + \edef\temp{\noexpand + \addplot+[mark=*, line width=1pt, \col] + table[col sep=comma, x=physical_p, y=LER_soft] + {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=minimum_sum,+experiment=soft_vs_hard_param_exploration,+system.F=\F,+system.W=5/2026-03-30_00-06-26/LERs.csv}; + } + \temp + + \addlegendentryexpanded{$F = \F$~soft} + } + \end{axis} + \end{tikzpicture} + \caption{Min-Sum} + \end{subfigure}% + \begin{subfigure}{0.5\textwidth} + \begin{tikzpicture} + \begin{axis}[ + width=\figwidth, + height=\figheight, + ymode=log, + legend style={ + cells={anchor=west}, + cells={align=left}, + }, + enlargelimits=false, + ymin=1e-2, ymax=1, + grid=both, + legend pos = south east, + xtick={0.001,0.0015,...,0.004}, + xticklabel style={/pgf/number format/fixed}, + xticklabel style={/pgf/number format/precision=4}, + scaled x ticks=false, + xlabel={Physical error rate}, + ylabel={LER}, + ] + \foreach \F/\col in {1/scol2,2/scol1,3/scol0} { + \edef\temp{\noexpand + \addplot+[mark=o, line width=1pt, densely dashed, \col] + table[col sep=comma, x=physical_p, y=LER_hard] + {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=product_sum,+experiment=soft_vs_hard_param_exploration,+system.F=\F,+system.W=5/2026-03-30_00-06-26/LERs.csv}; + } + \temp + + \addlegendentryexpanded{$F = \F$~hard} + } + + \foreach \F/\col in {1/scol2,2/scol1,3/scol0} { + \edef\temp{\noexpand + \addplot+[mark=*, line width=1pt, \col] + table[col sep=comma, x=physical_p, y=LER_soft] + {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=product_sum,+experiment=soft_vs_hard_param_exploration,+system.F=\F,+system.W=5/2026-03-30_00-06-26/LERs.csv}; + } + \temp + + \addlegendentryexpanded{$F = \F$~soft} + } + \end{axis} + \end{tikzpicture} + \caption{SPA} + \end{subfigure} + + \caption{BP simulations for the [[144,12,12]]-BB code with $W=5, + n_\text{iter,BP}=32$} +\end{figure} + +\end{document} +