Update README.md links to project to new gitlab instance

This reverts commit c4a88363c5.

README.md

@@ -2,14 +2,14 @@
 
 This repository contains resources related to the Bachelor-Thesis
 `Application of Optimization Algorithms for Channel Decoding`
-(the related sofware has it's own [repo](https://git.scc.kit.edu/ba_duo/ba_sw))
+(the related sofware has it's own [repo](https://gitlab.kit.edu/uhhxt/ba_sw))
 
 
 ## Access compiled documents
 
 Each document has a corresponding tag, where an already compiled pdf document can be found
 (See for example
-[this](https://git.scc.kit.edu/ba_duo/ba_thesis/-/tree/prox_07_12_22/latex/presentations/02_12_2022)
+[this](https://gitlab.kit.edu/uhhxt/ba_thesis/-/tree/prox_07_12_22/latex/presentations/02_12_2022)
 tag, for one of the presentations under `latex/presentations`)
 
 

latex/presentations/17_01_2023/.latexmkrc

@@ -0,0 +1,2 @@
+$pdflatex="pdflatex -interaction=nonstopmode %O %S";
+$out_dir = 'build';

latex/presentations/17_01_2023/build.sh

@@ -0,0 +1,2 @@
+mkdir -p build/build
+latexmk -pdf

latex/presentations/17_01_2023/presentation.tex

@@ -0,0 +1,145 @@
+\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}

latex/presentations/17_01_2023/res/2d_ber_fer_dfr_20433484_hybrid.csv

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latex/presentations/17_01_2023/res/2d_ber_fer_dfr_20433484_hybrid_metadata.json

@@ -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"
+}

latex/presentations/17_01_2023/res/2d_ber_fer_dfr_20433484_proximal.csv

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latex/presentations/final/presentation.bib

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+@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        = {2022},
+    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}
+}
+
+@ARTICLE{original_admm,
+  author={Barman, Siddharth and Liu, Xishuo and Draper, Stark C. and Recht, Benjamin},
+  journal={IEEE Transactions on Information Theory}, 
+  title={Decomposition Methods for Large Scale LP Decoding}, 
+  year={2013},
+  volume={59},
+  number={12},
+  pages={7870-7886},
+  doi={10.1109/TIT.2013.2281372}
+}
+

latex/presentations/final/presentation.tex

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+%\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/]
+
+\captionsetup[sub]{font=small}
+
+\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}
+
+\input{common.tex}
+
+\pgfplotsset{
+    /pgfplots/colormap/mako/.style={
+        colormap={mako}{
+            rgb=(0.18195582, 0.11955283, 0.23136943)
+            rgb=(0.25307401, 0.23772973, 0.48316271)
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+            rgb=(0.54578602, 0.8544913, 0.69848331)
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+    /pgfplots/colormap/rocket/.style={
+        colormap={rocket}{
+            rgb=(0.20973515, 0.09747934, 0.24238489)
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+            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)
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+        }
+    },
+    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}
+
+\tikzstyle{every node}=[font=\small]
+
+
+
+\title{Application of Optimization Algorithms for Channel Decoding}
+\subtitle{\small Final Presentation, 20.04.2023}
+%\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
+        }
+    },
+    discard if lt/.style 2 args={
+        x filter/.append code={
+            \edef\tempa{\thisrow{#1}}
+            \edef\tempb{#2}
+            \ifdim\tempa pt < \tempb pt
+                \def\pgfmathresult{inf}
+            \fi
+        }
+    }
+}
+
+
+
+%
+% Generic algorithm environment allowing for pseudocode and mathematical expressions
+% Source: https://tex.stackexchange.com/a/218450 (taken from source and modified)
+%
+ 
+% defines algorithm counter for chapter-level
+\newcounter{genericAlgorithmCounter}
+\let\OldSection\section
+\renewcommand{\section}{\setcounter{genericAlgorithmCounter}{1}\OldSection}
+%defines appearance of the algorithm counter
+\renewcommand{\thegenericAlgorithmCounter}{\thechapter .\arabic{genericAlgorithmCounter}}
+% defines a new caption label as Algorithm x.y
+\DeclareCaptionLabelFormat{algocaption}{Algorithm \thegenericAlgorithmCounter} 
+
+\lstnewenvironment{algorithm}[1][] 
+{
+    \captionsetup{labelformat=algocaption,labelsep=colon}
+    \lstset{
+        mathescape=true,
+        escapeinside=||,
+        frame=TB,
+        numbers=left,
+        numberstyle=\tiny,
+        basicstyle=\normalfont,
+        columns=fullflexible,
+        keywordstyle=\color{black}\bfseries,
+        keywords={,for, while, end, do, nd, or, return, if,}
+        numbers=left,
+        xleftmargin=.04\textwidth,
+        captionpos=b,
+        belowskip=1.5em,
+        aboveskip=1.5em,
+        #1 % This is to add custom settings
+    }
+}
+{\addtocounter{genericAlgorithmCounter}{1}}
+
+%
+% Allows for pausing and resuming the numbering in an lstlisting environment
+% Taken from https://tex.stackexchange.com/q/215697
+%
+
+\let\origthelstnumber\thelstnumber
+\makeatletter
+\newcommand*\Suppressnumber{%
+  \lst@AddToHook{OnNewLine}{%
+    \let\thelstnumber\relax%
+     \advance\c@lstnumber-\@ne\relax%
+    }%
+}
+\newcommand*\Reactivatenumber{%
+  \lst@AddToHook{OnNewLine}{%
+   \let\thelstnumber\origthelstnumber%
+   \advance\c@lstnumber\@ne\relax}%
+}
+\makeatother
+
+
+
+%\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/proximal_decoding.tex}
+    \input{sections/lp_dec_using_admm.tex}
+    \input{sections/comparison.tex}
+    \input{sections/conclusion.tex}
+    \input{sections/question_slide.tex}
+
+%    \begin{frame}[allowframebreaks]
+%        \frametitle{Bibliography}
+%        \printbibliography[heading=none]
+%    \end{frame}
+
+    \input{sections/appendix.tex}
+
+
+\end{document}

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latex/presentations/final/res/admm/mu_rho_kavg_40833844_metadata.json

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