Make plots show per-round-LER; Add windowed soft info decoding vs whole decoding comparison

This commit is contained in:
2026-03-30 10:49:20 +02:00
parent b60b1a2aed
commit 3dd0863aae

View File

@@ -11,6 +11,7 @@
\usepackage{subcaption}
\usepackage{xcolor}
\usepackage{pgfplots}
\usepackage{pgfplotstable}
\pgfplotsset{compat=newest}
\usepackage{acro}
\usepackage{braket}
@@ -67,7 +68,6 @@
\section{Whole vs Windowed decoding}
\label{sec:Whole vs Windowed decoding}
\begin{figure}[H]
\centering
@@ -82,7 +82,7 @@
cells={align=left},
},
enlargelimits=false,
ymin=1e-2, ymax=1,
ymin=1e-3, ymax=2.5e-1,
grid=both,
legend pos = south east,
xtick={0.001,0.0015,...,0.004},
@@ -90,12 +90,17 @@
xticklabel style={/pgf/number format/precision=4},
scaled x ticks=false,
xlabel={Physical error rate},
ylabel={LER},
ylabel={Per-round-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]
\addplot+[
mark=o, line width=1pt, densely dashed, \col,
]
table[
col sep=comma, x=physical_p,
y expr={1 - (1-\noexpand\thisrow{LER_whole})^(1/12)}
]
{/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
@@ -106,7 +111,10 @@
\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]
table[
col sep=comma, x=physical_p,
y expr={1 - (1-\noexpand\thisrow{LER_sw})^(1/12)}
]
{/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
@@ -128,7 +136,7 @@
cells={align=left},
},
enlargelimits=false,
ymin=1e-2, ymax=1,
ymin=1e-3, ymax=2.5e-1,
grid=both,
legend pos = south east,
xtick={0.001,0.0015,...,0.004},
@@ -136,12 +144,15 @@
xticklabel style={/pgf/number format/precision=4},
scaled x ticks=false,
xlabel={Physical error rate},
ylabel={LER},
ylabel={Per-round-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]
table[
col sep=comma, x=physical_p,
y expr={1 - (1-\noexpand\thisrow{LER_whole})^(1/12)}
]
{/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
@@ -152,7 +163,10 @@
\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]
table[
col sep=comma, x=physical_p,
y expr={1 - (1-\noexpand\thisrow{LER_sw})^(1/12)}
]
{/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
@@ -165,7 +179,7 @@
\end{subfigure}
\caption{BP simulations for the [[144,12,12]]-BB code with $F=1,
n_\text{iter,BP}=32$}
n_\text{iter,BP}=32,n_\text{rounds}=12$}
\end{figure}
\begin{figure}[H]
@@ -182,7 +196,7 @@
cells={align=left},
},
enlargelimits=false,
ymin=1e-2, ymax=1,
ymin=1e-3, ymax=2.5e-1,
grid=both,
legend pos = south east,
xtick={0.001,0.0015,...,0.004},
@@ -190,12 +204,15 @@
xticklabel style={/pgf/number format/precision=4},
scaled x ticks=false,
xlabel={Physical error rate},
ylabel={LER},
ylabel={Per-round-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]
table[
col sep=comma, x=physical_p,
y expr={1 - (1-\noexpand\thisrow{LER_whole})^(1/12)}
]
{/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
@@ -206,8 +223,10 @@
\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};
table[
col sep=comma, x=physical_p,
y expr={1 - (1-\noexpand\thisrow{LER_sw})^(1/12)}
]
{/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
@@ -229,7 +248,7 @@
cells={align=left},
},
enlargelimits=false,
ymin=1e-2, ymax=1,
ymin=1e-3, ymax=2.5e-1,
grid=both,
legend pos = south east,
xtick={0.001,0.0015,...,0.004},
@@ -237,12 +256,15 @@
xticklabel style={/pgf/number format/precision=4},
scaled x ticks=false,
xlabel={Physical error rate},
ylabel={LER},
ylabel={Per-round-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]
table[
col sep=comma, x=physical_p,
y expr={1 - (1-\noexpand\thisrow{LER_whole})^(1/12)}
]
{/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
@@ -253,7 +275,10 @@
\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]
table[
col sep=comma, x=physical_p,
y expr={1 - (1-\noexpand\thisrow{LER_sw})^(1/12)}
]
{/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
@@ -266,7 +291,7 @@
\end{subfigure}
\caption{BP simulations for the [[144,12,12]]-BB code with $W=5,
n_\text{iter,BP}=32$}
n_\text{iter,BP}=32,n_\text{rounds}=12$}
\end{figure}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@@ -287,7 +312,7 @@
cells={align=left},
},
enlargelimits=false,
ymin=1e-2, ymax=1,
ymin=8e-4, ymax=2.5e-1,
grid=both,
legend pos = south east,
xtick={0.001,0.0015,...,0.004},
@@ -295,12 +320,15 @@
xticklabel style={/pgf/number format/precision=4},
scaled x ticks=false,
xlabel={Physical error rate},
ylabel={LER},
ylabel={Per-round-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]
table[
col sep=comma, x=physical_p,
y expr={1 - (1-\noexpand\thisrow{LER_hard})^(1/12)}
]
{/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
@@ -311,7 +339,10 @@
\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]
table[
col sep=comma, x=physical_p,
y expr={1 - (1-\noexpand\thisrow{LER_soft})^(1/12)}
]
{/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
@@ -333,7 +364,7 @@
cells={align=left},
},
enlargelimits=false,
ymin=1e-2, ymax=1,
ymin=8e-4, ymax=2.5e-1,
grid=both,
legend pos = south east,
xtick={0.001,0.0015,...,0.004},
@@ -341,12 +372,15 @@
xticklabel style={/pgf/number format/precision=4},
scaled x ticks=false,
xlabel={Physical error rate},
ylabel={LER},
ylabel={Per-round-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]
table[
col sep=comma, x=physical_p,
y expr={1 - (1-\noexpand\thisrow{LER_hard})^(1/12)}
]
{/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
@@ -357,7 +391,10 @@
\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]
table[
col sep=comma, x=physical_p,
y expr={1 - (1-\noexpand\thisrow{LER_soft})^(1/12)}
]
{/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
@@ -370,7 +407,7 @@
\end{subfigure}
\caption{BP simulations for the [[144,12,12]]-BB code with $F=1,
n_\text{iter,BP}=32$}
n_\text{iter,BP}=32,n_\text{rounds}=12$}
\end{figure}
\begin{figure}[H]
@@ -387,7 +424,7 @@
cells={align=left},
},
enlargelimits=false,
ymin=1e-2, ymax=1,
ymin=8e-4, ymax=2.5e-1,
grid=both,
legend pos = south east,
xtick={0.001,0.0015,...,0.004},
@@ -395,12 +432,15 @@
xticklabel style={/pgf/number format/precision=4},
scaled x ticks=false,
xlabel={Physical error rate},
ylabel={LER},
ylabel={Per-round-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]
table[
col sep=comma, x=physical_p,
y expr={1 - (1-\noexpand\thisrow{LER_hard})^(1/12)}
]
{/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
@@ -411,7 +451,10 @@
\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]
table[
col sep=comma, x=physical_p,
y expr={1 - (1-\noexpand\thisrow{LER_soft})^(1/12)}
]
{/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
@@ -433,7 +476,7 @@
cells={align=left},
},
enlargelimits=false,
ymin=1e-2, ymax=1,
ymin=8e-4, ymax=2.5e-1,
grid=both,
legend pos = south east,
xtick={0.001,0.0015,...,0.004},
@@ -441,12 +484,15 @@
xticklabel style={/pgf/number format/precision=4},
scaled x ticks=false,
xlabel={Physical error rate},
ylabel={LER},
ylabel={Per-round-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]
table[
col sep=comma, x=physical_p,
y expr={1 - (1-\noexpand\thisrow{LER_hard})^(1/12)}
]
{/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
@@ -457,7 +503,10 @@
\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]
table[
col sep=comma, x=physical_p,
y expr={1 - (1-\noexpand\thisrow{LER_soft})^(1/12)}
]
{/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
@@ -470,7 +519,121 @@
\end{subfigure}
\caption{BP simulations for the [[144,12,12]]-BB code with $W=5,
n_\text{iter,BP}=32$}
n_\text{iter,BP}=32,n_\text{rounds}=12$}
\end{figure}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\section{Soft-Information Decoding: Best Performance}
\label{sec:Soft-Information Decoding: Best Performance}
\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=8e-4, ymax=2.5e-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={Per-round-LER},
]
\addplot+[mark=o, line width=1pt, densely dashed, scol0]
table[
col sep=comma, x=physical_p,
y expr={1 - (1-\thisrow{LER_hard})^(1/12)}
]
{/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=minimum_sum,+experiment=soft_vs_hard_param_exploration,+system.F=1,+system.W=5/2026-03-30_00-06-26/LERs.csv};
\addlegendentryexpanded{Windowed, hard}
\addplot+[mark=*, line width=1pt, scol0]
table[
col sep=comma, x=physical_p,
y expr={1 - (1-\thisrow{LER_soft})^(1/12)}
]
{/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=minimum_sum,+experiment=soft_vs_hard_param_exploration,+system.F=1,+system.W=5/2026-03-30_00-06-26/LERs.csv};
\addlegendentryexpanded{Windowed, soft}
\addplot+[mark=o, line width=1pt, densely dashed, scol1]
table[
col sep=comma, x=physical_p,
y expr={1 - (1-\thisrow{LER_whole})^(1/12)}
]
{/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=minimum_sum,+experiment=windowed_vs_whole_param_exploration,+system.F=1,+system.W=5/2026-03-29_23-39-18/LERs.csv};
\addlegendentryexpanded{Whole window}
\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=8e-4, ymax=2.5e-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={Per-round-LER},
]
\addplot+[mark=o, line width=1pt, densely dashed, scol0]
table[
col sep=comma, x=physical_p,
y expr={1 - (1-\thisrow{LER_hard})^(1/12)}
]
{/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=product_sum,+experiment=soft_vs_hard_param_exploration,+system.F=1,+system.W=5/2026-03-30_00-06-26/LERs.csv};
\addlegendentryexpanded{Windowed, hard}
\addplot+[mark=*, line width=1pt, scol0]
table[
col sep=comma, x=physical_p,
y expr={1 - (1-\thisrow{LER_soft})^(1/12)}
]
{/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=product_sum,+experiment=soft_vs_hard_param_exploration,+system.F=1,+system.W=5/2026-03-30_00-06-26/LERs.csv};
\addlegendentryexpanded{Windowed, soft}
\addplot+[mark=o, line width=1pt, densely dashed, scol1]
table[
col sep=comma, x=physical_p,
y expr={1 - (1-\thisrow{LER_whole})^(1/12)}
]
{/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=product_sum,+experiment=windowed_vs_whole_param_exploration,+system.F=1,+system.W=5/2026-03-29_23-39-18/LERs.csv};
\addlegendentryexpanded{Whole window}
\end{axis}
\end{tikzpicture}
\caption{SPA}
\end{subfigure}
\caption{BP simulations for the [[144,12,12]]-BB code,
$W=5, F=1, n_\text{iter,BP} = 32$}
\end{figure}
\end{document}