diff options
| author | Marin Ivanov <[email protected]> | 2025-07-25 10:17:14 +0300 |
|---|---|---|
| committer | Marin Ivanov <[email protected]> | 2026-01-18 20:09:26 +0200 |
| commit | 0168586485e6310c598713c911b1dec5618d61a1 (patch) | |
| tree | 6aabc2a12ef8fef70683f5389bea00f948015f77 /unittest/raw_data_curves | |
* codec2 cut-down version 1.2.0
* Remove codebook and generation of sources
* remove c2dec c2enc binaries
* prepare for emscripten
Diffstat (limited to 'unittest/raw_data_curves')
| -rw-r--r-- | unittest/raw_data_curves/Makefile | 149 | ||||
| -rwxr-xr-x | unittest/raw_data_curves/snr_curves.sh | 191 |
2 files changed, 340 insertions, 0 deletions
diff --git a/unittest/raw_data_curves/Makefile b/unittest/raw_data_curves/Makefile new file mode 100644 index 0000000..09aa7ca --- /dev/null +++ b/unittest/raw_data_curves/Makefile @@ -0,0 +1,149 @@ +# Makefile +# Dec 2022 +# +# Automates PER/BER curve generation for raw data mode: +# +# 1. Compare "ch" noise injection/SNR measurement against reference Octave Tx +# 2. Compare C Tx against Octave Tx (with and without compression) +# 3. Plot curves for SNR estimated from C Rx against actual SNR +# 4. Plot AWGN/PER C Tx curves for end user documentation +# +# usage: +# +# 1. Create 20 minutes of MPP fading samples: +# $ cd codec2/octave/ +# $ octave-cli +# octave:24> pkg load signal +# octave:24> time_secs=60*20 +# octave:26> ch_fading("~/codec2/build_linux/unittest/fast_fading_samples.float", 8000, 1.0, 8000*time_secs) +# +# 2. Run scripts: +# +# $ make + +SHELL := /bin/bash +CODEC2 := $(HOME)/codec2 + +all: test \ + octave_ch_noise_awgn.png octave_c_tx_awgn.png octave_c_tx_comp_awgn.png \ + octave_ch_noise_mpp.png octave_c_tx_mpp.png octave_c_tx_comp_mpp.png \ + snrest_snr_ctx.png snrest_snr_ctxc.png \ + c_tx_comp.png c_tx_comp_thruput.png + +clean: + rm -f *.txt *.png *.raw + +# run this first, traps common CML setup error +test: + source snr_curves.sh; test_ldpc + +# subset of files generated, but enough to set up Makefile dependencies +snr_oct = snr_oct_datac0_awgn.txt snr_oct_datac1_awgn.txt snr_oct_datac3_awgn.txt +snr_ch = snr_ch_datac0_awgn.txt snr_ch_datac1_awgn.txt snr_ch_datac3_awgn.txt +snr_ctx = snr_ctx_datac0_awgn.txt snr_ctx_datac1_awgn.txt snr_ctx_datac3_awgn.txt +snr_ctxc = snr_ctxc_datac0_awgn.txt snr_ctxc_datac3_awgn.txt + +snr_oct_mpp = snr_oct_datac0_mpp.txt snr_oct_datac1_mpp.txt snr_oct_datac3_mpp.txt +snr_ch_mpp = snr_ch_datac0_mpp.txt snr_ch_datac1_mpp.txt snr_ch_datac3_mpp.txt +snr_ctx_mpp = snr_ctx_datac0_mpp.txt snr_ctx_datac1_mpp.txt snr_ctx_datac3_mpp.txt +snr_ctxc_mpp = snr_ctxc_datac0_mpp.txt snr_ctxc_datac3_mpp.txt + +$(snr_oct): + source snr_curves.sh; generate_octave_tx_data datac0 awgn + source snr_curves.sh; generate_octave_tx_data datac1 awgn + source snr_curves.sh; generate_octave_tx_data datac3 awgn + +$(snr_oct_mpp): + source snr_curves.sh; generate_octave_tx_data datac0 mpp + source snr_curves.sh; generate_octave_tx_data datac1 mpp + source snr_curves.sh; generate_octave_tx_data datac3 mpp + +$(snr_ch): + source snr_curves.sh; generate_ch_data datac0 awgn + source snr_curves.sh; generate_ch_data datac1 awgn + source snr_curves.sh; generate_ch_data datac3 awgn + +$(snr_ch_mpp): + source snr_curves.sh; generate_ch_data datac0 mpp + source snr_curves.sh; generate_ch_data datac1 mpp + source snr_curves.sh; generate_ch_data datac3 mpp + +# C without compression + +$(snr_ctx): + source snr_curves.sh; generate_snrest_v_snr_data datac0 awgn + source snr_curves.sh; generate_snrest_v_snr_data datac1 awgn + source snr_curves.sh; generate_snrest_v_snr_data datac3 awgn + source snr_curves.sh; generate_snrest_v_snr_data datac4 awgn + source snr_curves.sh; generate_snrest_v_snr_data datac13 awgn + source snr_curves.sh; generate_snrest_v_snr_data datac14 awgn + +$(snr_ctx_mpp): + source snr_curves.sh; generate_snrest_v_snr_data datac0 mpp + source snr_curves.sh; generate_snrest_v_snr_data datac1 mpp + source snr_curves.sh; generate_snrest_v_snr_data datac3 mpp + source snr_curves.sh; generate_snrest_v_snr_data datac4 mpp + source snr_curves.sh; generate_snrest_v_snr_data datac13 mpp + source snr_curves.sh; generate_snrest_v_snr_data datac14 mpp + +# C with compression + +$(snr_ctxc): + source snr_curves.sh; generate_snrest_v_snr_data datac0 awgn 1 + source snr_curves.sh; generate_snrest_v_snr_data datac1 awgn 1 + source snr_curves.sh; generate_snrest_v_snr_data datac3 awgn 1 + source snr_curves.sh; generate_snrest_v_snr_data datac4 awgn 1 + source snr_curves.sh; generate_snrest_v_snr_data datac13 awgn 1 + source snr_curves.sh; generate_snrest_v_snr_data datac14 awgn 1 + +$(snr_ctxc_mpp): + source snr_curves.sh; generate_snrest_v_snr_data datac0 mpp 1 + source snr_curves.sh; generate_snrest_v_snr_data datac1 mpp 1 + source snr_curves.sh; generate_snrest_v_snr_data datac3 mpp 1 + source snr_curves.sh; generate_snrest_v_snr_data datac4 mpp 1 + source snr_curves.sh; generate_snrest_v_snr_data datac13 mpp 1 + source snr_curves.sh; generate_snrest_v_snr_data datac14 mpp 1 + +# Octave and C curves should be on top of each other, indicating Octave +# and ch noise injection/SNR measurement are equivalent +octave_ch_noise_awgn.png: $(snr_oct) $(snr_ch) + echo "snr_curves_plot; octave_ch_noise_print('awgn'); quit" | \ + octave-cli -p $(CODEC2)/octave +octave_ch_noise_mpp.png: $(snr_oct_mpp) $(snr_ch_mpp) + echo "snr_curves_plot; octave_ch_noise_print('mpp'); quit" | \ + octave-cli -p $(CODEC2)/octave + +# Octave Tx and C Tx curves should be on top of each other +octave_c_tx_awgn.png: $(snr_oct) $(snr_ctx) + echo "snr_curves_plot; octave_c_tx_print('awgn'); quit" | \ + octave-cli -p $(CODEC2)/octave +octave_c_tx_mpp.png: $(snr_oct_mpp) $(snr_ctx_mpp) + echo "snr_curves_plot; octave_c_tx_print('mpp'); quit" | \ + octave-cli -p $(CODEC2)/octave + +# Octave Tx and C Tx (compressed) curves should be close, but C may be 1dB +# poorer +octave_c_tx_comp_awgn.png: $(snr_oc) $(snr_ctxc) + echo "snr_curves_plot; octave_c_tx_comp_print('awgn'); quit" | \ + octave-cli -p $(CODEC2)/octave +octave_c_tx_comp_mpp.png: $(snr_oct_mpp) $(snr_ctxc_mpp) + echo "snr_curves_plot; octave_c_tx_comp_print('mpp'); quit" | \ + octave-cli -p $(CODEC2)/octave + +# combined AWGN and MPP from C Tx (compressed) - what end users would run +c_tx_comp.png: $(snr_ctxc) $(snr_ctxc_mpp) + echo "snr_curves_plot; c_tx_comp_print; quit" | \ + octave-cli -p $(CODEC2)/octave + +# Curves of SNR estimates from C Rx compared to actual SNR, useful for "gear shifting" +snrest_snr_ctx.png: $(snr_ctx) + echo "snr_curves_plot; snrest_snr_print('ctx', 'awgn'); quit" | \ + octave-cli -p $(CODEC2)/octave +snrest_snr_ctxc.png: $(snr_ctxc) + echo "snr_curves_plot; snrest_snr_print('ctxc', 'awgn'); quit" | \ + octave-cli -p $(CODEC2)/octave + +# Throughput of payload data in bits/s of modes against SNR +c_tx_comp_thruput.png: $(snr_ctxc) $(snr_ctxc_mpp) + echo "snr_curves_plot; c_tx_comp_thruput_print; quit" | \ + octave-cli -p $(CODEC2)/octave diff --git a/unittest/raw_data_curves/snr_curves.sh b/unittest/raw_data_curves/snr_curves.sh new file mode 100755 index 0000000..62f0a52 --- /dev/null +++ b/unittest/raw_data_curves/snr_curves.sh @@ -0,0 +1,191 @@ +# snr_curves.sh +# +# Library of bash functions to generate data for SNR curves. +# +# testing a function example: +# $ bash -c "source ./snr_curves.sh; generate_octave_tx_data datac0 awgn" + +set -x + +PATH=${PATH}:${HOME}/codec2/build_linux/src +CODEC2=${HOME}/codec2 +FADING_DIR=${CODEC2}/build_linux/unittest + +snr_list='-5 -4 -3 -2 0 1 2 4' +No_list='-13 -14 -15 -16 -18 -20 -22 -24 -26' +Nbursts_awgn=20 +Nbursts_mpp=100 + +# Octave Tx injects noise and is source of truth for SNR, measure BER/PER v SNR +function generate_octave_tx_data { + mode=$1 + channel=$2 + + Nbursts=$Nbursts_awgn + snr_nudge=0 + if [ "$channel" == "mpp" ]; then + Nbursts=$Nbursts_mpp + snr_nudge=4 + fi + + rx_log=$(mktemp) + + i=1 + rm -f snr_oct_${mode}_${channel}*.txt + rm -f ber_oct_${mode}_${channel}*.txt + rm -f per_oct_${mode}_${channel}*.txt + for snr in $snr_list + do + snr_adj=$((${snr}+${snr_nudge})) + echo "warning ('off', 'Octave:data-file-in-path'); + ofdm_ldpc_tx('test_${mode}.raw','${mode}',1,${snr_adj},'${channel}','bursts',${Nbursts},'crc'); + quit" | DISPLAY="" octave-cli -p ${CODEC2}/octave + freedv_data_raw_rx --testframes $mode test_${mode}.raw /dev/null 2>${rx_log} -v + BERmeas=$(cat ${rx_log} | grep 'BER......:' | cut -d' ' -f2) + PERmeas=$(cat ${rx_log} | grep 'Coded FER' | cut -d' ' -f3) + + echo ${snr_adj} >> snr_oct_${mode}_${channel}.txt + echo ${BERmeas} >> ber_oct_${mode}_${channel}.txt + echo ${PERmeas} >> per_oct_${mode}_${channel}.txt + i=$((i+1)) + done + echo 0 > offset_oct_${mode}_${channel}.txt +} + +# ch injects noise and is source of truth for SNR, measure BER/PER v SNR +# Octave Tx +function generate_ch_data { + mode=$1 + channel=$2 + + ch_multipath='' + Nbursts=$Nbursts_awgn + snr_nudge=0 + if [ "$channel" == "mpp" ]; then + ch_multipath='--mpp' + Nbursts=$Nbursts_mpp + snr_nudge=4 + fi + + octave_log=$(mktemp) + ch_log=$(mktemp) + rx_log=$(mktemp) + + i=1 + rm -f snr_ch_${mode}_${channel}*.txt + rm -f ber_ch_${mode}_${channel}*.txt + rm -f per_ch_${mode}_${channel}*.txt + for No in $No_list + do + No_adj=$((${No}-${snr_nudge})) + echo "warning ('off', 'Octave:data-file-in-path'); + ofdm_ldpc_tx('test_${mode}.raw','${mode}',1,100,'awgn','bursts',${Nbursts},'crc'); + quit" | DISPLAY="" octave-cli -p ${CODEC2}/octave 1>${octave_log} + SNRoffset=$(cat ${octave_log} | grep 'Burst offset:' | cut -d' ' -f5) + + ch test_${mode}.raw - --No $No_adj ${ch_multipath} --fading_dir ${FADING_DIR} 2>>${ch_log} | \ + freedv_data_raw_rx --testframes $mode - /dev/null -v 2>${rx_log} + BERmeas=$(cat ${rx_log} | grep 'BER......:' | cut -d' ' -f2) + PERmeas=$(cat ${rx_log} | grep 'Coded FER' | cut -d' ' -f3) + + echo ${BERmeas} >> ber_ch_${mode}_${channel}.txt + echo ${PERmeas} >> per_ch_${mode}_${channel}.txt + i=$((i+1)) + + # trap not enough fading file samples (with mpp) + grep "Fading file finished" ${ch_log} + if [ $? -eq 0 ]; then + cat ${ch_log} + exit 1 + fi + done + + echo ${SNRoffset} > offset_ch_${mode}_${channel}.txt + SNRch=$(cat ${ch_log} | grep SNR3k | tr -s ' ' | cut -d' ' -f3) + echo ${SNRch} > snr_ch_${mode}_${channel}.txt +} + +# ch injects noise and is source of truth for SNR, measure BER/PER v SNR and +# SNR estimates v SNR from rx, C Tx +function generate_snrest_v_snr_data { + mode=$1 + channel=$2 + + snr_nudge=0 + aNo_list=$No_list + + # nudge SNR test range to get meaningful results for these tests + if [ "$mode" == "datac1" ]; then + snr_nudge=4 + fi + if [[ "$mode" == "datac4" || "$mode" == "datac13" || "$mode" == "datac14" ]]; then + snr_nudge=-6 + fi + + ch_multipath='' + Nbursts=$Nbursts_awgn + if [ "$channel" == "mpp" ]; then + ch_multipath='--mpp' + Nbursts=$Nbursts_mpp + snr_nudge=$((${snr_nudge}+4)) + fi + + clip=0 + id='ctx' + if [ "$#" -eq 3 ]; then + clip=$3 + id='ctxc' + snr_nudge=$((${snr_nudge}-4)) + fi + + tx_log=$(mktemp) + ch_log=$(mktemp) + rx_log=$(mktemp) + + i=1 + rm -f snrest_${id}_${mode}_${channel}*.txt + rm -f ber_${id}_${mode}_${channel}*.txt + rm -f per_${id}_${mode}_${channel}*.txt + for No in $aNo_list + do + No_adj=$((${No}-${snr_nudge})) + freedv_data_raw_tx --clip ${clip} --delay 1000 --txbpf ${clip} --bursts $Nbursts --testframes $Nbursts $mode /dev/zero - 2>${tx_log} | \ + ch - - --No $No_adj ${ch_multipath} --fading_dir ${FADING_DIR} 2>>${ch_log} | \ + freedv_data_raw_rx --testframes $mode - /dev/null 2>${rx_log} -v + SNRoffset=$(cat ${tx_log} | grep "mark:space" | tr -s ' ' | cut -d' ' -f 5) + + SNRest=$(cat ${rx_log} | grep '\-BS\-' | tr -s ' ' | cut -d' ' -f17) + if [ ! -z "$SNRest" ]; then + echo ${SNRest} > snrest_${id}_${mode}_${channel}_${i}.txt + fi + BERmeas=$(cat ${rx_log} | grep 'BER......:' | cut -d' ' -f2) + PERmeas=$(cat ${rx_log} | grep 'Coded FER' | cut -d' ' -f3) + echo ${BERmeas} >> ber_${id}_${mode}_${channel}.txt + echo ${PERmeas} >> per_${id}_${mode}_${channel}.txt + i=$((i+1)) + done + + echo ${SNRoffset} > offset_${id}_${mode}_${channel}.txt + + # trap not enough fading file samples (with mpp) + grep "Fading file finished" ${ch_log} + if [ $? -eq 0 ]; then + cat ${ch_log} + exit 1 + fi + SNRch=$(cat ${ch_log} | grep SNR3k | tr -s ' ' | cut -d' ' -f3) + echo ${SNRch} > snr_${id}_${mode}_${channel}.txt +} + +# Sanity check to make sure Octave/CML is set up OK +function test_ldpc { + echo "ldpcut; quit" | DISPLAY="" octave-cli -p ${CODEC2}/octave + if [ "$?" -ne 0 ]; then + echo "basic octave test failed, you may need to" + echo "(a) run ctests to create build_xxx/cml" + echo "(b) set up ~/.octaverc as per octave/ldpc.m" + exit 1 + else + echo "OK" + fi +} |
