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30 Commits

Author SHA1 Message Date
1d4d0883d3 Comment out response to reviewers 2024-09-07 19:13:27 +02:00
883cffd104 Add modification by Schmalen 2024-09-07 19:12:26 +02:00
fd70e93c13 Make text black; Move gradient legends 2024-08-29 14:42:15 +02:00
84752f4528 Commit changes made to p_error.csv 2024-08-25 00:11:01 +02:00
fd53680203 Disable overleaf mode 2024-08-25 00:09:49 +02:00
8895a278ef Update bilbiography to the one used in the final submission 2024-08-25 00:06:24 +02:00
f56960ef48 Update text to text of final submission 2024-08-25 00:05:21 +02:00
3f8b5846c3 Add new simulation results for Fig. 3 and 4 2024-06-26 22:09:34 +02:00
728b321268 Add more BP datapoints; Change plot legend 2024-06-14 08:32:21 +02:00
2670cac40b Add first review responses 2024-06-13 17:42:42 +02:00
adb7321b93 Add changes made before submission for review 2024-06-13 17:41:59 +02:00
7211d63889 Add matlab BP simulation 2024-06-13 17:35:48 +02:00
1d4f7690b8 Fix bbm font in arch dockerfile 2024-04-09 02:26:40 +02:00
92d5db16b1 Add stuff from overleaf; FER and BER as ylabel; Remove exessive spacing below 10e-8 figure 2024-01-14 19:14:29 +01:00
6a0d1e4dc3 Update README.md 2024-01-08 13:33:00 +00:00
14b5bdac91 Minor cleanup 2024-01-08 14:14:20 +01:00
2cab8aa178 Include pre-built figures when \overleaftrue is set 2024-01-08 14:00:54 +01:00
3805d927bf Change title; Fix overful hbox from figure 2024-01-08 01:00:23 +01:00
77fdbee41c Update Dockerfiles with bibliography dependencies 2024-01-08 00:49:47 +01:00
597367518d Add external bibliography 2024-01-08 00:08:41 +01:00
14410e20e7 Remove float specifiers from figures 2024-01-07 22:55:30 +01:00
28c772f7e2 Correct Simulation Results & Conclusion, round 1 2024-01-07 22:52:58 +01:00
3661ccb23a Correct Improved Algorithm, round 1 2024-01-07 22:48:15 +01:00
ad354f8f02 Correct Algorithm 1 2024-01-07 22:27:36 +01:00
57f7fec9a0 Spoof home directory in dockerfiles to be able to build with package bbm 2024-01-07 22:19:52 +01:00
07107cb63e Correct Preliminaries 2024-01-07 21:52:43 +01:00
35e5593967 Add dependencies for mleftright.sty to Dockerfiles 2024-01-07 21:48:37 +01:00
174548f4c4 Correct Introduction, round 1 2024-01-07 20:55:54 +01:00
5af7e62f5d Correct abstract 2024-01-07 20:43:26 +01:00
a47b021f21 Make FER dashed, BER solid; Change colors 2024-01-07 20:37:01 +01:00
10 changed files with 1673 additions and 1150 deletions

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@ -1,6 +1,6 @@
# ba-letter # ba-letter
Repository containing latex source for the Bachelor's Thesis paper. Repository containing the latex source for the bachelor's thesis letter.
After cloning, make sure to initialize the submodules containing the dependencies: After cloning, make sure to initialize the submodules containing the dependencies:
```bash ```bash
@ -11,17 +11,24 @@ $ git submodule update --init
### Build on host ### Build on host
For a list of dependencies consult one of the dockerfiles in the `dockerfiles` directory. Build document:
```bash ```bash
$ make $ make
``` ```
After compiling, the PDF can be found in the `build` directory.
### Build using docker ### Build using docker
Be warned that `texlive` installations can take some time.
Building the docker image may take a few minutes.
1. Build docker image 1. Build docker image
```bash ```bash
$ docker build -f dockerfiles/Dockerfile.alpine . -t ba-letter $ docker build -f dockerfiles/Dockerfile.alpine . -t ba-letter
``` ```
2. Build examples 2. Build document
```bash ```bash
$ docker run --rm -v $PWD:$PWD -w $PWD -u `id -u`:`id -g` ba-letter make $ docker run --rm -v $PWD:$PWD -w $PWD -u `id -u`:`id -g` ba-letter make
``` ```

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@ -2,6 +2,13 @@ FROM alpine:3.19
RUN apk update && apk upgrade RUN apk update && apk upgrade
RUN apk add make texlive texmf-dist-pictures RUN apk add make texlive texmf-dist-pictures
RUN apk add texmf-dist-publishers RUN apk add texmf-dist-publishers texmf-dist-science texmf-dist-fontsextra texmf-dist-latexextra
RUN apk add texmf-dist-science RUN apk add biber texmf-dist-bibtexextra
RUN apk add texmf-dist-fontsextra
# The 'bbm' package insists on generating stuff in the home directory. In
# order to guarantee access to the home directory no matter the user the
# docker container is run with, create a temporary one anyone can write to
RUN mkdir /tmp/home
RUN chmod -R 777 /tmp/home
ENV HOME=/tmp/home

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@ -0,0 +1,25 @@
FROM archlinux:latest
RUN pacman-key --init
RUN pacman-key --populate archlinux
RUN pacman -Sy archlinux-keyring --noconfirm && pacman -Su --noconfirm
RUN pacman -Syu --noconfirm
RUN pacman -S make perl texlive texlive-binextra texlive-pictures --noconfirm
RUN pacman -S texlive-publishers texlive-mathscience texlive-fontsextra texlive-latexextra --noconfirm
RUN pacman -Syu biber texlive-bibtexextra --noconfirm
# The 'bbm' package insists on generating stuff in the home directory. In
# order to guarantee access to the home directory no matter the user the
# docker container is run with, create a temporary one anyone can write to
RUN mkdir /tmp/home
RUN chmod -R 777 /tmp/home
ENV HOME=/tmp/home
# Generate font necessary for \mathbbm{1}
RUN mktexpk --mfmode / --bdpi 600 --mag 1+0/600 --dpi 600 bbm10
RUN chmod -R 777 /tmp/home
# For some reason simply installing 'biber' does not set the path
ENV PATH="${PATH}:/usr/bin/vendor_perl"

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@ -1,9 +0,0 @@
FROM archlinux:latest
RUN pacman-key --init
RUN pacman-key --populate archlinux
RUN pacman -Sy archlinux-keyring --noconfirm && pacman -Su --noconfirm
RUN pacman -Syu --noconfirm
RUN pacman -S make perl texlive texlive-binextra texlive-pictures --noconfirm
RUN pacman -S texlive-publishers texlive-mathscience texlive-fontsextra --noconfirm

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@ -4,4 +4,13 @@ ARG DEBIAN_FRONTEND=noninteractive
RUN apt update -y && apt upgrade -y RUN apt update -y && apt upgrade -y
RUN apt install make texlive latexmk texlive-pictures -y RUN apt install make texlive latexmk texlive-pictures -y
RUN apt install make texlive-publishers texlive-science texlive-fonts-extra -y RUN apt install texlive-publishers texlive-science texlive-fonts-extra texlive-latex-extra -y
RUN apt install biber texlive-bibtex-extra -y
# The 'bbm' package insists on generating stuff in the home directory. In
# order to guarantee access to the home directory no matter the user the
# docker container is run with, create a temporary one anyone can write to
RUN mkdir /tmp/home
RUN chmod -R 777 /tmp/home
ENV HOME=/tmp/home

115
letter.bib Normal file
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@ -0,0 +1,115 @@
@ARTICLE{ADMM,
author={Barman, Siddharth and Liu, Xishuo and Draper, Stark C. and Recht, Benjamin},
journal={Trans. Inf. Theory},
title={Decomposition Methods for Large Scale LP Decoding},
year={2013},
volume={59},
number={12},
pages={7870-7886},
% doi={10.1109/TIT.2013.2281372}
}
@ARTICLE{feldman_paper,
author={Feldman, J. and Wainwright, M.J. and Karger, D.R.},
journal={IEEE Trans. Inf. 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{ml_in_the_list,
author={Geiselhart, Marvin and Elkelesh, Ahmed and Ebada, Moustafa and Cammerer, Sebastian and Brink, Stephan ten},
journal={IEEE Trans. Commun.},
title={Automorphism Ensemble Decoding of ReedMuller Codes},
year={2021},
volume={69},
number={10},
pages={6424-6438},
% doi={10.1109/TCOMM.2021.3098798}
}
@ARTICLE{mackay99,
author={MacKay, D.J.C.},
journal={IEEE Trans. Inf. Theory},
title={Good error-correcting codes based on very sparse matrices},
year={1999},
volume={45},
number={2},
pages={399-431},
% doi={10.1109/18.748992}
}
@online{mackay,
author = {MacKay, David J.C.},
title = {Encyclopedia of Sparse Graph Codes},
date = {2023-04},
url = {www.inference.org.uk/mackay/codes/data.html}
}
@book{proximal_algorithms,
title={Proximal algorithms},
author={Parikh, Neal and Boyd, Stephen and others},
journal={Foundations and trends{\textregistered} in Optimization},
volume={1},
number={3},
pages={127--239},
year={2014},
publisher={Now Publishers, Inc.}
}
@book{channel_codes_book,
place={Cambridge},
title={Channel Codes: Classical and Modern},
% DOI={10.1017/CBO9780511803253},
publisher={Cambridge University Press},
author={Ryan, William and Lin, Shu},
year={2009},
% url={https://d1.amobbs.com/bbs_upload782111/files_35/ourdev_604508GHLFR2.pdf}
}
@INPROCEEDINGS{adaptive_lp_decoding,
author={Taghavi, Mohammad H. and Siegel, Paul H.},
booktitle={IEEE Proc. ISIT},
title={Adaptive Linear Programming Decoding},
year={2006},
volume={},
number={},
pages={1374-1378},
% doi={10.1109/ISIT.2006.262071}
}
@INPROCEEDINGS{interior_point_decoding,
author={Vontobel, Pascal O.},
booktitle={Proc. ITA},
title={Interior-point algorithms for linear-programming decoding},
year={2008},
volume={},
number={},
pages={433-437},
% doi={10.1109/ITA.2008.4601085}
}
@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},
% pages={2022TAP0002},
year={2022},
% doi={10.1587/transfun.2022TAP0002}
}
@ARTICLE{chase_decoding,
author={Chase, D.},
journal={IEEE Trans. Inf. Theory},
title={Class of algorithms for decoding block codes with channel measurement information},
year={1972},
% volume={18},
% number={1},
% pages={170-182},
% keywords={},
% doi={10.1109/TIT.1972.1054746}}
}

1415
letter.tex

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14
res/bp_20433484.csv Normal file
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@ -0,0 +1,14 @@
SNR,FER,BER,num_frame_errors
1.0, 0.654723127035831 , 0.0888101168806285 , 201
1.5, 0.392578125000000 , 0.0482345281862745 , 201
2.0, 0.182561307901907 , 0.0213175188331463 , 201
2.5, 0.0620753551575046 , 0.00605856919667188 , 201
3.0, 0.0130012936610608 , 0.00128034396164675 , 201
3.5, 0.00176298778188070 , 0.000150054320523940, 201
4.0, 0.000267259157615091, 1.51866607463458e-05, 201
4.5, 5.33724908622844e-05, 1.98370100658768e-06, 201
5.0, 1.34177489983751e-05, 3.66497875284852e-07, 201
5.5, 4.12634778374169e-06, 1.04658123477986e-07, 201
6.0, 1.08000000000000e-06, 2.41176470588235e-08, 108
6.5, 3.60000000000000e-07, 8.62745098039216e-09, 36
1 SNR FER BER num_frame_errors
2 1.0 0.654723127035831 0.0888101168806285 201
3 1.5 0.392578125000000 0.0482345281862745 201
4 2.0 0.182561307901907 0.0213175188331463 201
5 2.5 0.0620753551575046 0.00605856919667188 201
6 3.0 0.0130012936610608 0.00128034396164675 201
7 3.5 0.00176298778188070 0.000150054320523940 201
8 4.0 0.000267259157615091 1.51866607463458e-05 201
9 4.5 5.33724908622844e-05 1.98370100658768e-06 201
10 5.0 1.34177489983751e-05 3.66497875284852e-07 201
11 5.5 4.12634778374169e-06 1.04658123477986e-07 201
12 6.0 1.08000000000000e-06 2.41176470588235e-08 108
13 6.5 3.60000000000000e-07 8.62745098039216e-09 36

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@ -1,205 +1,205 @@
index,p_error index,p_error
0,6.78e-06 0,0.001972541
1,6.68e-06 1,0.00184933
2,5.82e-06 2,0.001619784
3,1.37e-06 3,0.000671981
4,5.7e-07 4,0.000330856
5,2.9e-07 5,0.000186121
6,1.6e-07 6,0.000117411
7,1.3e-07 7,8.0073e-05
8,1.3e-07 8,5.7761e-05
9,7e-08 9,4.3332e-05
10,6e-08 10,3.3405e-05
11,7e-08 11,2.6124e-05
12,3e-08 12,2.102e-05
13,2e-08 13,1.7142e-05
14,1e-08 14,1.425e-05
15,5e-08 15,1.1871e-05
16,4e-08 16,9.983e-06
17,0.0 17,8.707e-06
18,1e-08 18,7.293e-06
19,2e-08 19,6.256e-06
20,2e-08 20,5.442e-06
21,1e-08 21,4.955e-06
22,2e-08 22,4.34e-06
23,0.0 23,3.781e-06
24,1e-08 24,3.306e-06
25,5e-08 25,3.026e-06
26,2e-08 26,2.752e-06
27,1e-08 27,2.458e-06
28,2e-08 28,2.208e-06
29,0.0 29,2.104e-06
30,1e-08 30,1.84e-06
31,1e-08 31,1.628e-06
32,1e-08 32,1.538e-06
33,3e-08 33,1.447e-06
34,0.0 34,1.354e-06
35,1e-08 35,1.175e-06
36,2e-08 36,1.089e-06
37,1e-08 37,1.049e-06
38,0.0 38,9.17e-07
39,0.0 39,8.59e-07
40,1e-08 40,8.42e-07
41,1e-08 41,7.75e-07
42,2e-08 42,6.93e-07
43,0.0 43,7.08e-07
44,1e-08 44,6.11e-07
45,0.0 45,6.12e-07
46,0.0 46,5.98e-07
47,1e-08 47,5.86e-07
48,0.0 48,4.91e-07
49,0.0 49,4.63e-07
50,0.0 50,4.57e-07
51,1e-08 51,4.11e-07
52,0.0 52,4.13e-07
53,1e-08 53,4.15e-07
54,0.0 54,3.85e-07
55,0.0 55,3.76e-07
56,0.0 56,3.77e-07
57,0.0 57,3.58e-07
58,0.0 58,3.18e-07
59,0.0 59,2.86e-07
60,1e-08 60,2.94e-07
61,0.0 61,3.11e-07
62,0.0 62,2.8e-07
63,0.0 63,2.61e-07
64,0.0 64,2.56e-07
65,0.0 65,2.48e-07
66,0.0 66,2.73e-07
67,1e-08 67,2.28e-07
68,0.0 68,2.33e-07
69,2e-08 69,2.26e-07
70,0.0 70,2.01e-07
71,0.0 71,1.88e-07
72,1e-08 72,2.11e-07
73,0.0 73,2.14e-07
74,0.0 74,1.86e-07
75,0.0 75,2.03e-07
76,0.0 76,1.89e-07
77,0.0 77,2.07e-07
78,0.0 78,2.02e-07
79,0.0 79,1.91e-07
80,0.0 80,2.01e-07
81,0.0 81,1.88e-07
82,0.0 82,2.15e-07
83,0.0 83,1.68e-07
84,0.0 84,1.88e-07
85,0.0 85,1.86e-07
86,0.0 86,1.82e-07
87,0.0 87,1.8e-07
88,0.0 88,2.01e-07
89,2e-08 89,1.88e-07
90,0.0 90,1.84e-07
91,0.0 91,1.92e-07
92,0.0 92,1.88e-07
93,0.0 93,1.85e-07
94,1e-08 94,1.71e-07
95,0.0 95,1.78e-07
96,0.0 96,1.44e-07
97,0.0 97,1.4e-07
98,0.0 98,1.65e-07
99,0.0 99,1.33e-07
100,1e-08 100,1.67e-07
101,0.0 101,1.56e-07
102,0.0 102,1.42e-07
103,0.0 103,1.35e-07
104,0.0 104,1.4e-07
105,0.0 105,1.22e-07
106,0.0 106,1.42e-07
107,0.0 107,1.43e-07
108,0.0 108,1.19e-07
109,0.0 109,1.25e-07
110,0.0 110,1.02e-07
111,0.0 111,1.06e-07
112,1e-08 112,1.19e-07
113,1e-08 113,1.2e-07
114,0.0 114,1.19e-07
115,0.0 115,1.03e-07
116,2e-08 116,9.8e-08
117,0.0 117,1.15e-07
118,0.0 118,1.01e-07
119,0.0 119,1e-07
120,0.0 120,1.01e-07
121,0.0 121,9.6e-08
122,0.0 122,8.6e-08
123,1e-08 123,7.8e-08
124,0.0 124,9.6e-08
125,0.0 125,7.7e-08
126,0.0 126,8.6e-08
127,0.0 127,9.9e-08
128,0.0 128,7.9e-08
129,0.0 129,8.4e-08
130,0.0 130,9.1e-08
131,0.0 131,8.3e-08
132,0.0 132,7.7e-08
133,0.0 133,8.4e-08
134,0.0 134,6.1e-08
135,0.0 135,6.7e-08
136,0.0 136,6.6e-08
137,0.0 137,7.6e-08
138,0.0 138,7e-08
139,0.0 139,7.4e-08
140,0.0 140,6.9e-08
141,0.0 141,6.4e-08
142,0.0 142,6.6e-08
143,0.0 143,6.5e-08
144,0.0 144,6.9e-08
145,0.0 145,5.5e-08
146,0.0 146,5.8e-08
147,0.0 147,6.2e-08
148,0.0 148,6.4e-08
149,0.0 149,6.4e-08
150,0.0 150,6.4e-08
151,0.0 151,5.3e-08
152,0.0 152,5.7e-08
153,0.0 153,4.9e-08
154,0.0 154,6.1e-08
155,0.0 155,5.6e-08
156,1e-08 156,4.2e-08
157,0.0 157,5.6e-08
158,1e-08 158,4e-08
159,0.0 159,5.7e-08
160,0.0 160,6.3e-08
161,0.0 161,7.5e-08
162,0.0 162,3.3e-08
163,0.0 163,5.7e-08
164,0.0 164,4.5e-08
165,0.0 165,5.1e-08
166,0.0 166,6e-08
167,0.0 167,4.3e-08
168,0.0 168,3.8e-08
169,0.0 169,4.3e-08
170,0.0 170,4.2e-08
171,0.0 171,5.1e-08
172,0.0 172,6.4e-08
173,0.0 173,3.9e-08
174,0.0 174,4.3e-08
175,0.0 175,3.5e-08
176,0.0 176,2.9e-08
177,0.0 177,4.3e-08
178,0.0 178,4e-08
179,0.0 179,5.1e-08
180,0.0 180,4.8e-08
181,0.0 181,6e-08
182,0.0 182,5.1e-08
183,0.0 183,4.2e-08
184,0.0 184,3.9e-08
185,0.0 185,3.4e-08
186,0.0 186,4.7e-08
187,1e-08 187,2.4e-08
188,0.0 188,3.9e-08
189,0.0 189,5.2e-08
190,0.0 190,6.7e-08
191,0.0 191,3.2e-08
192,0.0 192,4e-08
193,0.0 193,3.3e-08
194,0.0 194,3.9e-08
195,0.0 195,4.5e-08
196,0.0 196,5e-08
197,0.0 197,5.3e-08
198,0.0 198,7.4e-08
199,0.0 199,6.8e-08
200,0.0 200,8.3e-08
201,0.0 201,1.2e-07
202,0.0 202,1.94e-07
203,1e-08 203,2.52e-07

1 index p_error
2 0 6.78e-06 0.001972541
3 1 6.68e-06 0.00184933
4 2 5.82e-06 0.001619784
5 3 1.37e-06 0.000671981
6 4 5.7e-07 0.000330856
7 5 2.9e-07 0.000186121
8 6 1.6e-07 0.000117411
9 7 1.3e-07 8.0073e-05
10 8 1.3e-07 5.7761e-05
11 9 7e-08 4.3332e-05
12 10 6e-08 3.3405e-05
13 11 7e-08 2.6124e-05
14 12 3e-08 2.102e-05
15 13 2e-08 1.7142e-05
16 14 1e-08 1.425e-05
17 15 5e-08 1.1871e-05
18 16 4e-08 9.983e-06
19 17 0.0 8.707e-06
20 18 1e-08 7.293e-06
21 19 2e-08 6.256e-06
22 20 2e-08 5.442e-06
23 21 1e-08 4.955e-06
24 22 2e-08 4.34e-06
25 23 0.0 3.781e-06
26 24 1e-08 3.306e-06
27 25 5e-08 3.026e-06
28 26 2e-08 2.752e-06
29 27 1e-08 2.458e-06
30 28 2e-08 2.208e-06
31 29 0.0 2.104e-06
32 30 1e-08 1.84e-06
33 31 1e-08 1.628e-06
34 32 1e-08 1.538e-06
35 33 3e-08 1.447e-06
36 34 0.0 1.354e-06
37 35 1e-08 1.175e-06
38 36 2e-08 1.089e-06
39 37 1e-08 1.049e-06
40 38 0.0 9.17e-07
41 39 0.0 8.59e-07
42 40 1e-08 8.42e-07
43 41 1e-08 7.75e-07
44 42 2e-08 6.93e-07
45 43 0.0 7.08e-07
46 44 1e-08 6.11e-07
47 45 0.0 6.12e-07
48 46 0.0 5.98e-07
49 47 1e-08 5.86e-07
50 48 0.0 4.91e-07
51 49 0.0 4.63e-07
52 50 0.0 4.57e-07
53 51 1e-08 4.11e-07
54 52 0.0 4.13e-07
55 53 1e-08 4.15e-07
56 54 0.0 3.85e-07
57 55 0.0 3.76e-07
58 56 0.0 3.77e-07
59 57 0.0 3.58e-07
60 58 0.0 3.18e-07
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