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octave folder clean up complete

ms-warning-cleanup-2
drowe67 2023-07-07 15:11:31 +09:30 committed by David Rowe
parent fbbd89ddf8
commit 153781e91a
9 changed files with 0 additions and 1848 deletions
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4
README_fsk.md
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@ -124,11 +124,7 @@ The Octave version of the modem was developed by David Rowe. Brady O'Brien port
| fsk_lib.m | Core FSK modem library | | fsk_lib.m | Core FSK modem library |
| fsk_lib_demo.m | A demonstration of fsk_lib, runs a single point BER test | | fsk_lib_demo.m | A demonstration of fsk_lib, runs a single point BER test |
| fsk_demod_file.m | Demodulates FSK signals from a file, useful for debugging FSK waveforms | | fsk_demod_file.m | Demodulates FSK signals from a file, useful for debugging FSK waveforms |
| fsk_lock_down.m | simulations to support the "lock down" low SNR waveform |
| tfsk.m | automated test that compares the C and Octave versions of the modem | | tfsk.m | automated test that compares the C and Octave versions of the modem |
| fsk_cml.m | Symbol rate experiments with FSK modem LLR estimation and LDPC |
| fsk_cml_sam.m | Sample rate experiments with FSK modem LLR estimation and LDPC |
| fsk_llr_plot.m | Plots curves from fsk_cml.m & fsk_cml_sam.m |
| fsk_lib_ldpc_demo.m | CML library LLR routines and LDPC codes with fsk_lib.m | | fsk_lib_ldpc_demo.m | CML library LLR routines and LDPC codes with fsk_lib.m |
You can run many of them from the Octave command line: You can run many of them from the Octave command line:

141
octave/cohpsk_plots.m
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@ -1,141 +0,0 @@
% cohpsk_plots.m
% David Rowe Feb 2017
%
% Generate some plots for chps modem blog post
rand("seed",1);
% Multipath with simple unfiltered BPSK signal
N = 100; % number of symbols
M = 4; % oversample rate
tx_bits = rand(1,N) > 0.5;
tx_symbols = 2*tx_bits - 1;
tx = zeros(1,N*M);
for i=1:N
tx((i-1)*M+1:i*M) = tx_symbols(i);
end
h = [0 0 0 0 0.5]; % model of second path
rx1 = tx;
rx2 = filter(h,1,tx);
rx = rx1 + rx2;
% Multipath in time domain
figure(1); clf;
subplot(311)
plot(rx1, "linewidth", 4)
axis([0 10*M+1 -2 2]);
subplot(312)
plot(rx2, "linewidth", 4)
axis([0 10*M+1 -2 2]);
subplot(313)
plot(rx, "linewidth", 4)
axis([0 10*M+1 -2 2]);
xlabel('Time');
print("cohpsk_multipath_time.png", "-dpng", "-S600,440", "-F:8")
% Multipath channel magnitude and phase response against frequency
h = [1 0 0 0 0.5]; % model of two path multipath channel
H = freqz(h,1,100);
figure(2); clf;
subplot(211)
plot(20*log10(abs(H)), "linewidth", 4)
title('Amplitude (dB)');
subplot(212)
plot(angle(H), "linewidth", 4)
title('Phase (rads)');
%axis([0 500 -2 2]);
xlabel('Frequency');
print("cohpsk_multipath_channel.png", "-dpng", "-S600,440", "-F:8")
% Effective of 1 sample multipath for different symbols lengths
h = [1 0 0 0 0.5]; % model of two path multipath channel
M1 = 2;
M2 = 20;
tx1 = zeros(1,N*M1);
tx2 = zeros(1,N*M2);
for i=1:N
tx1((i-1)*M1+1:i*M1) = tx_symbols(i);
tx2((i-1)*M2+1:i*M2) = tx_symbols(i);
end
rx1 = filter(h,1,tx1);
rx2 = filter(h,1,tx2);
figure(3); clf;
subplot(211)
plot(rx1, "linewidth", 4)
axis([0 10*M1+1 -2 2]);
title('1ms multipath with 2ms symbols')
subplot(212)
plot(rx2, "linewidth", 4)
axis([0 10*M2+1 -2 2]);
title('1ms multipath with 20ms symbols')
xlabel('Time');
print("cohpsk_multipath_symbol_length.png", "-dpng", "-S600,440", "-F:8")
% DBPSK --------------------------------------------------
N = 10;
tx_bits = rand(1,N) > 0.5;
bpsk = 2*tx_bits - 1;
prev_bpsk = 1;
for i=1:N
% BPSK -> DBPSK
dbpsk(i) = bpsk(i) * (-prev_bpsk);
prev_bpsk = bpsk(i);
% oversampling
tx_bpsk((i-1)*M+1:i*M) = bpsk(i);
tx_dbpsk((i-1)*M+1:i*M) = dbpsk(i);
end
figure(4); clf;
subplot(211);
plot(tx_bpsk, "linewidth", 4)
axis([0 10*M+1 -2 2]);
title('Tx BPSK');
subplot(212);
plot(tx_dbpsk, "linewidth", 4)
axis([0 10*M+1 -2 2]);
title('Tx DBPSK');
print("cohpsk_dbpsk1.png", "-dpng", "-S600,440", "-F:8")
dbpsk *= -1;
prev_rx = 1;
for i=1:N
% rx DBPSK -> PSK
bpsk(i) = dbpsk(i) * (prev_rx);
prev_rx = bpsk(i);
% oversampling
rx_bpsk((i-1)*M+1:i*M) = bpsk(i);
rx_dbpsk((i-1)*M+1:i*M) = dbpsk(i);
end
figure(5); clf;
subplot(211);
plot(rx_dbpsk, "linewidth", 4)
axis([0 10*M+1 -2 2]);
title('Rx DBPSK with 180 deg phase shift');
subplot(212);
plot(rx_bpsk, "linewidth", 4)
axis([0 10*M+1 -2 2]);
title('Rx BPSK');
print("cohpsk_dbpsk2.png", "-dpng", "-S600,440", "-F:8")

489
octave/fdmdv_ut_freq_off.m
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@ -1,489 +0,0 @@
% fdmdv_ut_freq_off.m
% David Rowe 17 June 2014
%
% Unit Test program for freq offset estimation in FDMDV modem.
%
% Copyright David Rowe 2012 This program is
% distributed under the terms of the GNU General Public License
% Version 2
% [ ] sweep of different delays
% [ ] sweep of Eb/No
% [ ] sweep of freq offsets
% [ ] step change in foff
% + time to respond
% [ ] plot/print pass fail/relevant stats
% + variance
% + histogram of freq ests?
fdmdv; % load modem code
hf_sim; % load hf sim code
% ---------------------------------------------------------------------
% Eb/No calculations. We need to work out Eb/No for each FDM carrier.
% Total power is sum of power in all FDM carriers. These calcs set the
% Eb/No of the data carriers, Eb/No of pilot will be higher.
% ---------------------------------------------------------------------
function [Nsd SNR] = calc_Nsd_from_EbNo(EbNo_dB)
global Rs;
global Nb;
global Nc;
global Fs;
C = 1; % power of each FDM carrier (energy/sample). Total Carrier power should = Nc*C = Nc
N = 1; % total noise power (energy/sample) of noise source across entire bandwidth
% Eb = Carrier power * symbol time / (bits/symbol)
% = C *(1/Rs) / Nb
Eb_dB = 10*log10(C) - 10*log10(Rs) - 10*log10(Nb);
No_dBHz = Eb_dB - EbNo_dB;
% Noise power = Noise spectral density * bandwidth
% Noise power = Noise spectral density * Fs/2 for real signals
N_dB = No_dBHz + 10*log10(Fs/2);
Ngain_dB = N_dB - 10*log10(N);
Nsd = 10^(Ngain_dB/20);
% C/No = Carrier Power/noise spectral density
% = power per carrier*number of carriers / noise spectral density
CNo_dB = 10*log10(C) + 10*log10(Nc) - No_dBHz;
% SNR in equivalent 3000 Hz SSB channel, adding extra power for pilot to get
% true SNR.
B = 3000;
SNR = CNo_dB - 10*log10(B) + 10*log10((Nc+4)/Nc);
end
% we keep a m sample buffer in sample_memory
% update sample_memory with n samples each time this function is called
% outputs one nfft2 slice of spectrogram in dB. Good idea to make nfft2 a power of 2
function [S, states_out] = spectrogram_update(samples, n, states_in)
sample_memory = states_in.sample_memory;
m = states_in.m;
nfft2 = states_in.nfft2;
lower_clip_dB = states_in.lower_clip_dB;
dec = states_in.dec;
sample_memory(1:m-n) = sample_memory(n+1:m);
sample_memory(m-n+1:m) = samples;
F = fft(sample_memory .* hanning(m)', 2*nfft2);
S = 20*log10(abs(F(1:dec:nfft2))/(nfft2));
S(find(S < lower_clip_dB)) = lower_clip_dB; % clip lower limit
states_out = states_in;
states_out.sample_memory = sample_memory;
end
% ------------------------------------------------------------
function sim_out = freq_off_est_test(sim_in)
global Nc;
global Nb;
global M;
global Fs;
global pilot_lut_index;
global prev_pilot_lut_index;
global pilot_lpf1;
global Npilotlpf;
global spread;
global spread_2ms;
global hf_gain;
EbNovec = sim_in.EbNovec;
Ndelay = sim_in.delay;
frames = sim_in.frames;
startup_delay = sim_in.startup_delay;
allowable_error = sim_in.allowable_error;
foff_hz = sim_in.foff_hz;
hf_sim = sim_in.hf_sim;
hf_delay = floor(sim_in.hf_delay_ms*Fs/1000);
plot_type = sim_in.plot_type;
% work out gain for HF model
% e = sum((g*s)^2) = g*g*sum(s^2) = N, g = sqrt(N/sum(s^2))
% compute so e=N
s1 = spread(1:frames*M);
s2 = [zeros(hf_delay,1); spread_2ms(1:frames*M)];
s2 = s2(1:frames*M);
p = (s1+s2)'*(s1+s2);
hf_gain = sqrt(frames*M/p);
p2 = (hf_gain*(s1+s2))'*(hf_gain*(s1+s2));
if hf_sim
channel_model = "HF";
else
channel_model = "AWGN";
end
% spectrogram states
spec_states.m = 8*M;
spec_states.nfft2 = 2 ^ ceil(log2(spec_states.m/2));
spec_states.dec = 4;
spec_states.sample_memory = zeros(1, spec_states.m);
spec_states.lower_clip_dB = -30;
printf("\n%s\n", sim_in.test_name);
printf(" Channel EbNo SNR(calc) SNR(meas) SD(Hz) Hits Hits(%%) Result\n");
% ---------------------------------------------------------------------
% Main loop
% ---------------------------------------------------------------------
for ne = 1:length(EbNovec)
EbNo_dB = EbNovec(ne);
[Nsd SNR] = calc_Nsd_from_EbNo(EbNo_dB);
hits = 0;
tx_filt = zeros(Nc,M);
prev_tx_symbols = ones(Nc+1,1);
tx_fdm_log = [];
rx_fdm_log = [];
pilot_lpf1_log = [];
S1_log = [];
rx_fdm_delay = zeros(M+Ndelay,1);
% freq offset simulation states
phase_offset = 1;
Nmedian = 20;
foff_median=zeros(1,Nmedian);
% hf sim states
path2 = zeros(1,hf_delay+M);
sum_sig = 0;
sum_noise = 0;
% state machine
state = 0;
fest_current = 0;
fdelta = 5;
candidate_thresh = 10;
foff_est_thresh_prev = 0;
for f=1:frames
% ------------------- Modulator -------------------
tx_bits = get_test_bits(Nc*Nb);
tx_symbols = bits_to_psk(prev_tx_symbols, tx_bits, 'dqpsk');
% simulate BPF filtering of +/- 200 Hz
% tx_symbols(1:6) = 0; tx_symbols(9:Nc) = 0;
prev_tx_symbols = tx_symbols;
tx_baseband = tx_filter(tx_symbols);
tx_fdm = fdm_upconvert(tx_baseband);
tx_fdm_log = [tx_fdm_log real(tx_fdm)];
% ------------------- Channel simulation -------------------
% frequency offset
for i=1:M
freq_offset = exp(j*2*pi*foff_hz(f)/Fs);
phase_offset *= freq_offset;
tx_fdm(i) = phase_offset*tx_fdm(i);
end
% optional HF channel sim
if hf_sim
path1 = tx_fdm .* conj(spread(f*M+1:f*M+M)');
path2(1:hf_delay) = path2(M+1:hf_delay+M);
path2(hf_delay+1:hf_delay+M) = tx_fdm .* conj(spread_2ms(f*M+1:f*M+M)');
tx_fdm = hf_gain*(path1 + path2(1:M));
end
sum_sig += tx_fdm * tx_fdm';
rx_fdm = real(tx_fdm);
% AWGN noise
noise = Nsd*randn(1,M);
sum_noise += noise * noise';
rx_fdm += noise;
rx_fdm_log = [rx_fdm_log rx_fdm];
% Fixed Delay
rx_fdm_delay(1:Ndelay) = rx_fdm_delay(M+1:M+Ndelay);
rx_fdm_delay(Ndelay+1:M+Ndelay) = rx_fdm;
% ------------------- Freq Offset Est -------------------
% frequency offset estimation and correction, need to call
% rx_est_freq_offset even in track mode to keep states updated
[pilot prev_pilot pilot_lut_index prev_pilot_lut_index] = ...
get_pilot(pilot_lut_index, prev_pilot_lut_index, M);
[foff_est S1 S2] = rx_est_freq_offset(rx_fdm_delay, pilot, prev_pilot, M);
pilot_lpf1_log = [pilot_lpf1_log pilot_lpf1(Npilotlpf-M+1:Npilotlpf)];
S1_log(f,:) = fftshift(S1);
S2_log(f,:) = fftshift(S2);
% raw estimate
foff_log(ne,f) = foff_est;
maxS1_log(ne,f) = max(S1.*conj(S1)/(S1*S1'));
maxS2_log(ne,f) = max(S2.*conj(S2)/(S2*S2'));
% median filter post-processed
foff_median(1:Nmedian-1) = foff_median(2:Nmedian);
foff_median(Nmedian) = foff_est;
foff_median_log(ne,f) = foff_coarse = median(foff_median);
% state machine post-processed
next_state = state;
if state == 0
if abs(foff_est - fest_current) > fdelta
fest_candidate = foff_est;
candidate_count = 0;
next_state = 1;
end
end
if state == 1
if abs(foff_est - fest_candidate) > fdelta
next_state = 0;
end
candidate_count++;
if candidate_count > candidate_thresh
fest_current = fest_candidate;
next_state = 0;
end
end
state = next_state;
foff_statemach_log(ne,f) = fest_current;
% threshold post processed
if (maxS1_log(ne,f) > 0.06) || (maxS2_log(ne,f) > 0.06)
%if (maxS1_log(ne,f) > 0.08)
foff_thresh_log(ne,f) = foff_est;
else
foff_thresh_log(ne,f) = foff_est_thresh_prev;
end
foff_est_thresh_prev = foff_thresh_log(ne,f);
% hit/miss stats
fest_current = foff_statemach_log(ne,f);
if (f > startup_delay) && (abs(fest_current - foff_hz(f)) < allowable_error)
hits++;
end
if length(EbNovec) == 1
[spectrogram(f,:) spec_states] = spectrogram_update(rx_fdm, M, spec_states);
end
end
% results for this EbNo value
sim_out.foff_sd(ne) = std(foff_log(ne,startup_delay:frames));
sim_out.hits = hits;
sim_out.hits_percent = 100*sim_out.hits/(frames-startup_delay);
sim_out.SNRvec(ne) = SNR;
sim_out.tx_fdm_log = tx_fdm_log;
sim_out.rx_fdm_log = rx_fdm_log;
% noise we have measures is 4000 Hz wide, we want noise in 3000 Hz BW
snr_meas = 10*log10(sum_sig/(sum_noise*4000/3000));
printf(" %6s %5.2f % -5.2f % -5.2f %3.2f %d %3.2f ", ...
channel_model, EbNo_dB, SNR, snr_meas, sim_out.foff_sd(ne), sim_out.hits, sim_out.hits_percent);
if sim_out.hits_percent == 100
printf("PASS\n");
else
printf("FAIL\n");
figure(5)
clf
plot(abs(foff_statemach_log(ne,:) - foff_hz < allowable_error));
end
% plots if single dimension vector
if length(EbNovec) == 1
fmin = -200; fmax = 200;
figure(1)
clf;
subplot(411)
plot(foff_log(ne,:))
axis([1 frames fmin fmax]);
ylabel("Foff raw")
subplot(412)
plot(foff_median_log(ne,:))
axis([1 frames fmin fmax]);
ylabel("Foff median")
subplot(413)
plot(foff_statemach_log(ne,:),'g')
ylabel("Foff state")
axis([1 frames fmin fmax]);
subplot(414)
plot(foff_thresh_log(ne,:))
ylabel("Foff thresh")
axis([1 frames fmin fmax]);
xlabel("Frames")
grid;
figure(2)
clf;
plot(maxS1_log(ne,:));
axis([1 frames 0 0.2]);
xlabel("Frames")
ylabel("max(abs(S1/S2))")
grid;
hold on;
plot(maxS2_log(ne,:),'g');
hold off;
figure(3)
[n m] = size(S1_log);
if strcmp(plot_type,"mesh")
mesh(-200+400*(0:m-1)/256,1:n,abs(S1_log(:,:)));
xlabel('Freq (Hz)'); ylabel('Frame num'); zlabel("max(abs(S1))")
else
imagesc(1:n,-200+400*(0:(m-1))/m,abs(S1_log(:,:))');
set(gca,'YDir','normal')
ylabel('Freq (Hz)'); xlabel('Frame num');
axis([1 n -200 200])
end
figure(4)
clf
[n m] = size(spectrogram);
if strcmp(plot_type,"mesh")
mesh((4000/m)*(1:m),1:n,spectrogram);
xlabel('Freq (Hz)'); ylabel('Frame num'); zlabel('Amplitude (dB)');
else
imagesc(1:n,(4000/m)*(1:m),spectrogram')
set(gca,'YDir','normal')
ylabel('Freq (Hz)'); xlabel('Frame num');
axis([1 n 500 2500])
end
sim_out.spec = spectrogram;
sim_out.tx_fdm_log = spectrogram;
end
end
end
% ---------------------------------------------------------------------
% Run Automated Tests
% ---------------------------------------------------------------------
more off;
function test1
global M;
global Rs;
sim_in.test_name = "Test 1: range of Eb/No (SNRs) in AWGN channel";
sim_in.EbNovec = [3:10 99];
sim_in.delay = M/2;
sim_in.frames = Rs*3;
sim_in.foff_hz(1:sim_in.frames) = 50;
sim_in.startup_delay = 0.5*Rs;
sim_in.allowable_error = 5;
sim_in.hf_sim = 0;
sim_in.hf_delay_ms = 2;
sim_in.delay = M/2;
sim_in.plot_type = "waterfall";
sim_out = freq_off_est_test(sim_in);
figure(5)
clf
subplot(211)
plot(sim_in.EbNovec, sim_out.foff_sd)
hold on;
plot(sim_in.EbNovec, sim_out.foff_sd,'+')
hold off;
xlabel("Eb/No (dB)")
ylabel("Std Dev (Hz)")
axis([(min(sim_in.EbNovec)-1) (max(sim_in.EbNovec)+1) -1 10]);
subplot(212)
plot(sim_out.SNRvec,sim_out.foff_sd)
hold on;
plot(sim_out.SNRvec,sim_out.foff_sd,'+')
hold off;
xlabel("SNR (dB)")
ylabel("Std Dev (Hz)")
axis([(min(sim_out.SNRvec)-1) (max(sim_out.SNRvec)+1) -1 10]);
end
function test2
sim_in.test_name = "Test 2: range of Eb/No (SNRs) in HF multipath channel"
sim_in.EbNovec = 0:10;
sim_in.delay = 2;
sim_in.hf_sim = 1;
sim_in.hf_delay_ms = 2;
sim_in.frames = Rs*2;
sim_in.foff_hz = 0;
sim_in.startup_delay = Rs/2;
sim_in.allowable_error = 5;
sim_out = freq_off_est_test(sim_in);
figure(5)
clf
subplot(211)
plot(sim_in.EbNovec,sim_out.foff_sd)
hold on;
plot(sim_in.EbNovec,sim_out.foff_sd,'+')
hold off;
xlabel("Eb/No (dB)")
ylabel("Std Dev")
axis([(min(sim_in.EbNovec)-1) (max(sim_in.EbNovec)+1) -1 10]);
end
function test3
global M;
global Rs;
sim_in.test_name = "Test 3: 30 Seconds in HF multipath channel at 0dB-ish SNR";
sim_in.EbNovec = 13;
sim_in.hf_sim = 0;
sim_in.hf_delay_ms = 2;
sim_in.delay = M/2;
sim_in.frames = Rs;
sim_in.foff_hz(1:sim_in.frames) = -50;
sim_in.startup_delay = Rs; % allow 1 second in heavily faded channels
sim_in.allowable_error = 5;
sim_in.plot_type = "mesh";
sim_out = freq_off_est_test(sim_in);
endfunction
function animated_gif
figure(4)
for i=5:5:360
view(i,45)
filename=sprintf('fdmdv_fig%05d.png',i);
print(filename);
end
if 0
for i=90:-5:-270
view(45,i)
filename=sprintf('fdmdv_fig%05d.png',i);
print(filename);
end
end
endfunction
test3;

102
octave/fsk_lib_ldpc_rx.m
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@ -1,102 +0,0 @@
% fsk_lib_ldpc_rx.m
%
% LDPC coded 4FSK modem rx, reads 8 kHz 16 bit short raw file of real samples and demodulates
function fsk_lib_ldpc_rx(filename, Rs=100, coderate=0.5)
fsk_lib_ldpc;
% set up LDPC code
init_cml();
if coderate == 0.5
load H_256_512_4.mat;
elseif coderate == 0.75
load HRAa_1536_512.mat; H=HRA;
else
disp("unknown code rate");
end
[states code_param] = fsk_lib_ldpc_init (H, Rs, Fs=8000);
n = code_param.coded_bits_per_frame; k = code_param.data_bits_per_frame;
% known transmitted bits for BER estimation
rand('seed',1);
data_bits = round(rand(1,code_param.data_bits_per_frame));
codeword_bits = LdpcEncode(data_bits, code_param.H_rows, code_param.P_matrix);
frx=fopen(filename,"rb"); rx = fread(frx, Inf, "short"); fclose(frx);
% freq estimator and demod
run_frames = floor(length(rx)/states.N)-1;
st = 1; f_log = []; rx_bits = []; rx_filt = []; SNRest_log = []; rx_timing_log = [];
for f=1:run_frames
% extract nin samples from input stream
nin = states.nin;
en = st + states.nin - 1;
% due to nin variations it's possible to overrun buffer
if en < length(rx)
sf = rx(st:en);
states = est_freq(states, sf, states.M); states.f = states.f2;
[arx_bits states] = fsk_demod(states, sf);
rx_bits = [rx_bits arx_bits];
rx_filt = [rx_filt abs(states.f_int_resample)];
f_log = [f_log; states.f];
SNRest_log = [SNRest_log states.SNRest];
rx_timing_log = [rx_timing_log states.norm_rx_timing];
st += nin;
end
end
% count bit errors in test frames
num_frames=floor(length(rx_bits)/code_param.coded_bits_per_frame);
log_nerrs = []; num_frames_rx = 0; Tbits = Terrs = Tperr = Tpackets = 0;
uber = cber = 0.5; cper = 1;
for f=1:num_frames-1
st = (f-1)*code_param.coded_bits_per_frame + 1; en = (f+1)*code_param.coded_bits_per_frame;
states = ber_counter(states, codeword_bits, rx_bits(st:en));
log_nerrs = [log_nerrs states.nerr];
if states.ber_state num_frames_rx++; end
% Using sync provided by ber_counter() state machine for LDPC frame alignment
if states.ber_state
st_bit = (f-1)*code_param.coded_bits_per_frame + states.coarse_offset;
st_symbol = (st_bit-1)/states.bitspersymbol + 1;
en_symbol = st_symbol + code_param.coded_bits_per_frame/states.bitspersymbol - 1;
% map FSK filter outputs to LLRs, then LDPC decode (see also fsk_cml_sam.m)
symL = DemodFSK(1/states.v_est*rx_filt(:,st_symbol:en_symbol), states.SNRest, 1);
llr = -Somap(symL);
[x_hat, PCcnt] = MpDecode(llr, code_param.H_rows, code_param.H_cols, max_iterations=100, decoder_type=0, 1, 1);
Niters = sum(PCcnt~=0);
detected_data = x_hat(Niters,:);
Nerrs = sum(xor(data_bits, detected_data(1:code_param.data_bits_per_frame)));
Terrs += Nerrs;
Tbits += code_param.data_bits_per_frame;
if Nerrs Tperr++; end
Tpackets++;
end
end
SNRestdB_log = 10*log10(SNRest_log);
if states.Tbits
printf("Fs: %d Rs: %d rate %4.2f (%d,%d) frames received: %3d SNRav: %4.2f\n",
Fs, Rs, coderate, n, k, num_frames_rx, mean(SNRestdB_log));
uber = states.Terrs/states.Tbits; cber = Terrs/Tbits; cper = Tperr/Tpackets;
printf(" Uncoded: nbits: %6d nerrs: %6d ber: %4.3f\n", states.Tbits, states.Terrs, uber);
printf(" Coded..: nbits: %6d nerrs: %6d ber: %4.3f\n", Tbits, Terrs, cber);
printf(" Coded..: npckt: %6d perrs: %6d per: %4.3f\n", Tpackets, Tperr, cper);
else
printf("No frames detected....\n");
end
figure(1); clf; subplot(211); plot(rx); axis([1 length(rx) -32767 32767]); subplot(212); plot_specgram(rx);
figure(2); clf;
subplot(211); plot(f_log); axis([1 length(f_log) states.fest_fmin states.fest_fmax]); ylabel('Tone Freq (Hz)');
subplot(212); plot(rx_timing_log); axis([1 length(rx_timing_log) -0.5 0.5]); ylabel('Timing');
figure(3); clf;
mx_SNRestdB = 5*ceil(max(SNRestdB_log)/5);
subplot(211); plot(SNRestdB_log); axis([1 length(SNRestdB_log) 0 mx_SNRestdB]); ylabel('SNRest (dB)');
subplot(212); stem(log_nerrs); ylabel('Uncoded errors');
end

44
octave/fsk_lib_ldpc_tx.m
View File

@ -1,44 +0,0 @@
% fsk_lib_ldpc_tx.m
%
% LDPC coded 4FSK modem tx, generates a 8 kHz 16 bit short real valued sample file
function fsk_lib_ldpc_tx(filename, num_frames=10, Rs=100, coderate=0.5, EbNodB=100)
fsk_lib_ldpc;
% set up LDPC code
init_cml();
if coderate == 0.5
load H_256_512_4.mat;
elseif coderate == 0.75
load HRAa_1536_512.mat; H=HRA;
else
disp("unknown code rate");
end
[states code_param] = fsk_lib_ldpc_init (H, Rs, Fs=8000);
n = code_param.coded_bits_per_frame; k = code_param.data_bits_per_frame;
rand('seed',1);
data_bits = round(rand(1,code_param.data_bits_per_frame)); tx_bits = [];
for f=1:num_frames
codeword_bits = LdpcEncode(data_bits, code_param.H_rows, code_param.P_matrix);
tx_bits = [tx_bits codeword_bits];
end
tx = fsk_mod(states, tx_bits);
% set up (optional) AWGN noise
EcNodB = EbNodB + 10*log10(states.rate);
EcNo = 10^(EcNodB/10);
variance = states.Fs/(states.Rs*EcNo*states.bitspersymbol);
% note real noise
noise = sqrt(variance/2)*randn(length(tx),1);
rx = tx + noise;
frx=fopen(filename,"wb"); fwrite(frx, states.amp_scale*rx, "short"); fclose(frx);
printf("Fs: %d Rs: %d rate %4.2f (%d,%d) EbNodB: %3.1f EcNodB: %3.1f frames transmitted: %3d\n",
Fs, Rs, coderate, n, k, EbNodB, EcNodB, num_frames);
end

25
octave/png.m
View File

@ -1,25 +0,0 @@
% Copyright David Rowe 2009
% This program is distributed under the terms of the GNU General Public License
% Version 2
%
% Replot current plot as a png, generates small and large versions
function png(pngname)
% small image
__gnuplot_set__ terminal png size 420,300
ss = sprintf("__gnuplot_set__ output \"%s.png\"", pngname);
eval(ss)
replot;
% larger image
__gnuplot_set__ terminal png size 800,600
ss = sprintf("__gnuplot_set__ output \"%s_large.png\"", pngname);
eval(ss)
replot;
% for some reason I need this to stop large plot getting wiped
__gnuplot_set__ output "/dev/null"
endfunction

514
octave/train_all_speech_1.txt
View File

@ -1,514 +0,0 @@
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octave/trellis_dec3_nstage3.txt
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@ -1,15 +0,0 @@
# Created by Octave 5.2.0, Sun Sep 12 12:26:33 2021 ACST <david@boomer>
# name: EbNodB
# type: matrix
# rows: 1
# columns: 6
0 1 2 3 4 5
# name: rms_sd
# type: matrix
# rows: 1
# columns: 6
7.7412523956816406 6.4841339000579836 5.8017966072531637 4.9470616511274006 4.3575512816148612 3.5924646693565796