15 files changed, 0 insertions, 14440 deletions

diff --git a/octave/doppler_spread_ut.m b/octave/doppler_spread_ut.m
deleted file mode 100644
index f7d96b0..0000000
--- a/octave/doppler_spread_ut.m
+++ /dev/null
@@ -1,51 +0,0 @@
-% doppler_spread_ut.m
-% David Rowe Jan 2016
-%
-% Unit test script for doppler_spread
-
-f = 1;
-Fs = 8000;
-N  = Fs*10;
-
-[spread states] = doppler_spread(f, Fs, N);
-
-% use spreading samples to modulate 1000Hz sine wave
-% You can listen to this with: sine1k_1Hz.raw
-
-%   $ play -t raw -r 8000 -s -2 
-s = cos(2*pi*(1:N)*1000/Fs);
-s = s .* spread;
-s = real(s)*5000;
-fs = fopen("sine1k_1Hz.raw","wb"); fwrite(fs,s,"short"); fclose(fs);
-
-% Some plots
-
-x = states.x; y = states.y; b = states.b;
-
-H = freqz(b,1,x);
-
-figure(1)
-clf
-subplot(211)
-plot(x,y,';target;')
-title('Gaussian Filter Freq Resp Lin');
-legend('boxoff');
-subplot(212)
-plot(x,20*log10(y),';target;')
-hold on;
-plot(x,20*log10(y),'g+;actual;')
-hold off;
-axis([0 f*10/2 -60 0])
-title('Gaussian Filter Freq Resp dB');
-xlabel('Freq (Hz)');
-legend('boxoff');
-
-figure(2);
-subplot(211)
-plot(abs(spread))
-title('Spreading Function Magnitude');
-subplot(212)
-plot(s)
-title('1000Hz Sine Wave');
-xlabel('Time (samples)')
-
diff --git a/octave/estsnr.m b/octave/estsnr.m
deleted file mode 100644
index 5a00bd8..0000000
--- a/octave/estsnr.m
+++ /dev/null
@@ -1,65 +0,0 @@
-% estsnr.m
-% David Rowe May 2017
-%
-% estimate SNR of a sinewave in noise
-
-function snr_dB = estsnr(x, Fs=8000, Nbw = 3000)
-
-  [nr nc] = size(x);
-  if nr == 1
-    x = x';
-  end
-
-  % find peak in +ve side of spectrum, ignoring DC
-
-  L = length(x);
-  X = abs(fft(x));
-  st = floor(0.05*L);  en = floor(0.45*L);
-  [A mx_ind]= max(X(st:en));
-  mx_ind += st;
-
-  % signal energy might be spread by doppler, so sum energy
-  % in frequencies +/- 1%
-
-  s_st = floor(mx_ind*0.99); s_en = floor(mx_ind*1.01); 
-  S = sum(X(s_st:s_en).^2);
-
-  % real signal, so -ve power is the same
-
-  S = 2*S;
-  SdB = 10*log10(S);
-
-  printf("Signal Power S: %3.2f dB\n", SdB);
-
-  % locate a band of noise next to it and find power in band
-
-  st = floor(mx_ind+0.05*(L/2));
-  en = st + floor(0.1*(L/2));
-  
-  N = sum(X(st:en).^2);
-
-  % scale this to obtain total noise power across total bandwidth
-
-  N *= L/(en-st);
-  NdB = 10*log10(N);
-  printf("Noise Power N: %3.2f dB\n", NdB);
-
-  % scale noise to designed noise bandwidth /2 fudge factor as its a
-  % real signal, wish I had a better way to explain that!
-
-  NodB = NdB - 10*log10(Fs/2);
-  NscaleddB = NodB + 10*log10(Nbw);
-  snr_dB = SdB - NscaleddB;
-
-  figure(1); clf;
-  plot(20*log10(X(1:L/2)),'b');
-  hold on;
-  plot([s_st s_en], [NdB NdB]- 10*log10(L), 'r');
-  plot([st en], [NdB NdB]- 10*log10(L), 'r');
-  hold off;
-  top = 10*ceil(SdB/10);
-  bot = NodB - 20;
-  axis([1 L/2 bot top]);
-  grid
-  grid("minor")
-endfunction
diff --git a/octave/hf_modem_curves.m b/octave/hf_modem_curves.m
deleted file mode 100644
index d98d40e..0000000
--- a/octave/hf_modem_curves.m
+++ /dev/null
@@ -1,272 +0,0 @@
-% hf_modem_curves
-% David Rowe Feb 2017
-%
-% Ideal implementations of a bunch of different HF modems, used to
-% generate plots for a blog post.
-
-#{
-  [X] ideal AWGN/HF curves
-  [X] exp AWGN QPSK curves
-  [X] exp AWGN DQPSK curves
-  [X] exp HF channel model
-  [ ] diversity
-  [ ] COHPSK frames
-      + would require multiple carriers
-      + filtering or OFDM
-#}
-
-1;
-
-% Gray coded QPSK modulation function
-
-function symbol = qpsk_mod(two_bits)
-    two_bits_decimal = sum(two_bits .* [2 1]); 
-    switch(two_bits_decimal)
-        case (0) symbol =  1;
-        case (1) symbol =  j;
-        case (2) symbol = -j;
-        case (3) symbol = -1;
-    endswitch
-endfunction
-
-
-% Gray coded QPSK demodulation function
-
-function two_bits = qpsk_demod(symbol)
-    bit0 = real(symbol*exp(j*pi/4)) < 0;
-    bit1 = imag(symbol*exp(j*pi/4)) < 0;
-    two_bits = [bit1 bit0];
-endfunction
-
-
-% Rate Rs modem simulation model -------------------------------------------------------
-
-function sim_out = ber_test(sim_in)
-    bps     = 2;     % two bits/symbol for QPSK
-    Rs      = 50;    % symbol rate (needed for HF model)
-    
-    verbose = sim_in.verbose;
-    EbNovec = sim_in.EbNovec;
-    hf_en   = sim_in.hf_en;
-
-    % user can supply number of bits per point to get good results
-    % at high Eb/No
-
-    if length(sim_in.nbits) > 1
-      nbitsvec = sim_in.nbits;
-      nbitsvec += 100 - mod(nbitsvec,100);  % round up to nearest 100
-    else
-      nbitsvec(1:length(EbNovec)) = sim_in.nbits;
-    end
-
-    % init HF model
-
-    if hf_en
-
-      % some typical values
-
-      dopplerSpreadHz = 1.0; path_delay = 1E-3*Rs;
-
-      nsymb = max(nbitsvec)/2;
-      spread1 = doppler_spread(dopplerSpreadHz, Rs, nsymb);
-      spread2 = doppler_spread(dopplerSpreadHz, Rs, nsymb);
-      hf_gain = 1.0/sqrt(var(spread1)+var(spread2));
-      % printf("nsymb: %d lspread1: %d\n", nsymb, length(spread1));
-    end
-
-    for ne = 1:length(EbNovec)
-
-        % work out noise power -------------
-
-        EbNodB = EbNovec(ne);
-        EsNodB = EbNodB + 10*log10(bps);
-        EsNo = 10^(EsNodB/10);
-        variance = 1/EsNo;
-        nbits = nbitsvec(ne);
-        nsymb = nbits/bps;
-
-        % modulator ------------------------
-
-        tx_bits = rand(1,nbits) > 0.5;        
-        tx_symb = [];
-        prev_tx_symb = 1;
-        for s=1:nsymb
-          atx_symb = qpsk_mod(tx_bits(2*s-1:2*s));
-          if sim_in.dqpsk
-            atx_symb *= prev_tx_symb;
-            prev_tx_symb = atx_symb;
-          end
-          tx_symb = [tx_symb atx_symb];
-        end
-
-        % channel ---------------------------
-
-        rx_symb = tx_symb;
-
-        if hf_en
-
-          % simplified rate Rs simulation model that doesn't include
-          % ISI, just freq filtering.  We assume perfect phase estimation
-          % so it's just amplitude distortion.
-
-          hf_model1 = hf_model2 = zeros(1, nsymb);
-          for s=1:nsymb 
-            hf_model1(s) = hf_gain*(spread1(s) + exp(-j*path_delay)*spread2(s));
-            hf_model     = abs(hf_model1(s));
-
-            if sim_in.diversity
-              % include amplitude information from another frequency in channel model
-              w1 = 7*2*pi;
-              hf_model2(s) = hf_gain*(spread1(s) + exp(-j*w1*path_delay)*spread2(s));
-              hf_model     = 0.5*abs(hf_model1(s)) + 0.5*abs(hf_model2(s));
-            end
-
-            rx_symb(s) = rx_symb(s).*hf_model;
-          end
-        end
-
-        % variance is noise power, which is divided equally between real and
-        % imag components of noise
-
-        noise = sqrt(variance*0.5)*(randn(1,nsymb) + j*randn(1,nsymb));
-        rx_symb += noise;
-
-        % demodulator ------------------------------------------
-
-        % demodulate rx symbols to bits
- 
-        rx_bits = [];
-        prev_rx_symb = 1;
-        for s=1:nsymb
-          arx_symb = rx_symb(s);
-          if sim_in.dqpsk
-            tmp = arx_symb;
-            arx_symb *= prev_rx_symb';
-            prev_rx_symb = tmp;
-          end
-          two_bits = qpsk_demod(arx_symb);
-          rx_bits = [rx_bits two_bits];
-        end
-        
-        % count errors -----------------------------------------
-
-        error_pattern = xor(tx_bits, rx_bits);
-        nerrors = sum(error_pattern);
-        bervec(ne) = nerrors/nbits;
-        if verbose
-          printf("EbNodB: % 3.1f nbits: %5d nerrors: %5d ber: %4.3f\n", EbNodB, nbits, nerrors, bervec(ne));
-          if verbose == 2
-            figure(2); clf;
-            plot(rx_symb*exp(j*pi/4),'+','markersize', 10);
-            mx = max(abs(rx_symb));
-            axis([-mx mx -mx mx]);
-            if sim_in.diversity && sim_in.hf_en 
-              figure(3);
-              plot(1:nsymb, abs(hf_model1), 1:nsymb, abs(hf_model2), 'linewidth', 2);
-            end
-          end
-        end
-    end
-
-    sim_out.bervec = bervec;
-endfunction
-
-
-% -------------------------------------------------------------
-
-
-function run_single
-    sim_in.verbose   = 2;
-    sim_in.nbits     = 1000;
-    sim_in.EbNovec   = 4;
-    sim_in.dqpsk     = 0;
-    sim_in.hf_en     = 0;
-    sim_in.diversity = 0;
-
-    sim_qpsk = ber_test(sim_in);
-endfunction
-
-
-function run_curves
-    max_nbits = 1E5;
-    sim_in.verbose = 1;
-    sim_in.EbNovec = 0:10;
-    sim_in.dqpsk   = 0;
-    sim_in.hf_en   = 0;
-    sim_in.diversity = 0;
-
-    % AWGN -----------------------------
-
-    ber_awgn_theory = 0.5*erfc(sqrt(10.^(sim_in.EbNovec/10)));
-    sim_in.nbits    = min(max_nbits, floor(500 ./ ber_awgn_theory));
-
-    sim_qpsk = ber_test(sim_in);
-    sim_in.dqpsk = 1;
-    sim_dqpsk = ber_test(sim_in);
-       
-    % HF -----------------------------
-
-    hf_sim_in = sim_in; hf_sim_in.dqpsk = 0; hf_sim_in.hf_en = 1;
-    hf_sim_in.EbNovec = 0:16;
-
-    EbNoLin = 10.^(hf_sim_in.EbNovec/10);
-    ber_hf_theory = 0.5.*(1-sqrt(EbNoLin./(EbNoLin+1)));
-
-    hf_sim_in.nbits = min(max_nbits, floor(500 ./ ber_hf_theory));
-    sim_qpsk_hf = ber_test(hf_sim_in);
-
-    hf_sim_in.dqpsk = 1; 
-    sim_dqpsk_hf = ber_test(hf_sim_in);
-
-    hf_sim_in.dqpsk = 0; 
-    hf_sim_in.diversity = 1;
-    sim_qpsk_hf_div = ber_test(hf_sim_in);
-
-    % Plot results --------------------
-
-    close all;
-    figure (1, 'position', [100, 10, 600, 400]); clf;
-
-    semilogy(sim_in.EbNovec, ber_awgn_theory,'r+-;QPSK AWGN theory;', 'linewidth', 2)
-    xlabel('Eb/No (dB)')
-    ylabel('BER')
-    grid("minor")
-    axis([min(sim_in.EbNovec) max(sim_in.EbNovec) 1E-3 1])
-    hold on;
-    
-    semilogy([0 4 4], [ber_awgn_theory(5) ber_awgn_theory(5) 1E-3],'k--', 'linewidth', 2);
-    hold off;
-
-    figure (2, 'position', [300, 10, 600, 400]); clf;
-    semilogy(sim_in.EbNovec, ber_awgn_theory,'r+-;QPSK AWGN theory;','markersize', 10, 'linewidth', 2)
-    hold on;
-    semilogy(sim_in.EbNovec, sim_qpsk.bervec,'g+-;QPSK AWGN simulated;','markersize', 10, 'linewidth', 2)
-    semilogy(sim_in.EbNovec, sim_dqpsk.bervec,'b+-;DQPSK AWGN simulated;','markersize', 10, 'linewidth', 2)
-    xlabel('Eb/No (dB)')
-    ylabel('BER')
-    grid("minor")
-    axis([min(sim_in.EbNovec) max(sim_in.EbNovec) 1E-3 1])
-
-    figure (3, 'position', [400, 10, 600, 400]); clf;
-    semilogy(sim_in.EbNovec, ber_awgn_theory,'r+-;QPSK AWGN theory;','markersize', 10, 'linewidth', 2)
-    hold on;
-    semilogy(sim_in.EbNovec, sim_qpsk.bervec,'g+-;QPSK AWGN simulated;','markersize', 10, 'linewidth', 2)
-    semilogy(sim_in.EbNovec, sim_dqpsk.bervec,'b+-;DQPSK AWGN simulated;','markersize', 10, 'linewidth', 2)
-    semilogy(hf_sim_in.EbNovec, ber_hf_theory,'r+-;QPSK HF theory;','markersize', 10, 'linewidth', 2)
-    semilogy(hf_sim_in.EbNovec, sim_dqpsk_hf.bervec,'b+-;DQPSK HF simulated;','markersize', 10, 'linewidth', 2)
-    semilogy(hf_sim_in.EbNovec, sim_qpsk_hf.bervec,'g+-;QPSK HF simulated;','markersize', 10, 'linewidth', 2)
-    semilogy(hf_sim_in.EbNovec, sim_qpsk_hf_div.bervec,'c+-;QPSK Diversity HF simulated;','markersize', 10, 'linewidth', 2)
-    hold off;
-    xlabel('Eb/No (dB)')
-    ylabel('BER')
-    grid("minor")
-    axis([min(hf_sim_in.EbNovec) max(hf_sim_in.EbNovec) 1E-3 1])
-
-endfunction
-
-% -------------------------------------------------------------
-
-more off;
-rand('seed',1); randn('seed', 1);
-run_curves
-#run_single
diff --git a/octave/ldpc_gen_c_h_file.m b/octave/ldpc_gen_c_h_file.m
deleted file mode 100644
index 4e9aca1..0000000
--- a/octave/ldpc_gen_c_h_file.m
+++ /dev/null
@@ -1,142 +0,0 @@
-% ldpc_gen_c_h_file.m

-% David Rowe Sep 2015, B. Van Slyke 2019

-%

-% Create .c and h files for use in LDPC decoders

-%

-% NOTE:  You'll need to install the CML library as a number of functions involved

-%        in LDPC use it.  See ldpc.m for instructions in installing the CML

-%        library.

-%

-% usage examples:

-%

-%   1/ Using codes defined in external files:

-%

-%     octave:1> ldpc_gen_c_h_file("HRA_112_112.txt")

-%     octave:1> ldpc_gen_c_h_file(""H_4096_8192_3d.mat")

-%

-%   2/ Using built in CML codes:

-%

-%     octave:1> ldpc_gen_c_h_file("dvbs2", 0.6, 16200)

-%

-% Output: Two files with the same filename as the LDPC input, but with .c and .h

-% extensions.

-

-function ldpc_gen_c_h_file(varargin)

-

-    ldpc  % load ldpc functions

-    ldpc_fsk_lib  % for ldpc_encode

-

-    % Assuming cml has been installed in the users' home folder, which is the

-    % default install location

-    init_cml();

-

-    if nargin == 0

-        printf("Error - you must specify a file containing the LDPC codes (e.g. HRA_112_112.txt).\n");

-        return;

-    end

-    loadStr = varargin{1};

-

-    max_iterations = 100;

-    decoder_type = 0;

-    % the tests are performed using BPSK modulation, but in practice codes can be used

-    % with other modulation, e.g. QPSK

-    mod_order = 2; modulation = 'BPSK'; mapping = 'gray';

-

-    if strcmp(loadStr, "dvbs2")

-        rate = varargin{2};

-        framesize = varargin{3};

-        code_param = ldpc_init_builtin(loadStr, rate, framesize, modulation, mod_order, mapping);

-        n = code_param.ldpc_coded_bits_per_frame;

-        k = code_param.ldpc_data_bits_per_frame;

-        ldpcArrayName = sprintf("H_%d_%d",n,k);

-        includeFileName = strcat(ldpcArrayName, '.h');

-        sourceFileName = strcat(ldpcArrayName,  '.c');

-    else

-        % The ldpc variable name may not be what we want for a file/variable names, but

-        % the load filename will be, so use it.

-        [~,ldpcArrayName,ext] = fileparts(loadStr);

-        includeFileName = strcat(ldpcArrayName, '.h');

-        sourceFileName = strcat(ldpcArrayName,  '.c');

-

-        % Get the ext of the file first.  If it's a txt, then do what we

-        % are doing.  If .mat, then just load, knowing the variable is HRA

-        if strcmp(ext, '.mat') == 1

-            load(loadStr);

-            if exist("H") & !exist("HRA")

-                printf("renaming H to HRA...\n");

-                HRA=H;

-            end

-        else

-            % When calling 'load' this way, it returns a struct.  The code assumes the

-            % struct has one element, and the one/first element is the array

-            % to process

-            tempStruct = load(loadStr);

-            b = fieldnames(tempStruct);

-            ldpcArrayName = b{1,1};

-            % extract the array from the struct

-            HRA = tempStruct.(ldpcArrayName);

-        endif

-

-        code_param = ldpc_init_user(HRA, modulation, mod_order, mapping);

-    end

-

-    code_length = code_param.coded_syms_per_frame;

-

-    % First, create the H file

-    f = fopen(includeFileName, "wt");

-    printHeader(f, includeFileName, ldpcArrayName, mfilename());

-

-    fprintf(f,"#define %s_NUMBERPARITYBITS %d\n", ldpcArrayName, rows(code_param.H_rows));

-    fprintf(f,"#define %s_MAX_ROW_WEIGHT %d\n", ldpcArrayName, columns(code_param.H_rows));

-    fprintf(f,"#define %s_CODELENGTH %d\n", ldpcArrayName, code_param.coded_syms_per_frame);

-    fprintf(f,"#define %s_NUMBERROWSHCOLS %d\n", ldpcArrayName, rows(code_param.H_cols));

-    fprintf(f,"#define %s_MAX_COL_WEIGHT %d\n", ldpcArrayName, columns(code_param.H_cols));

-    fprintf(f,"#define %s_DEC_TYPE %d\n", ldpcArrayName, decoder_type);

-    fprintf(f,"#define %s_MAX_ITER %d\n", ldpcArrayName, max_iterations);

-    fprintf(f,"\n");

-    fprintf(f,"extern const uint16_t %s_H_rows[];\n", ldpcArrayName);

-    fprintf(f,"extern const uint16_t %s_H_cols[];\n", ldpcArrayName);

-

-    fclose(f);

-

-

-    % Then, the C file

-    f = fopen(sourceFileName, "wt");

-    printHeader(f, sourceFileName, ldpcArrayName, mfilename());

-    fprintf(f, "#include <stdint.h>\n");

-    fprintf(f, "#include \"%s\"\n", includeFileName);

-

-    % clock out 2D array to linear C array in row order ....

-    fprintf(f,"\nconst uint16_t %s_H_rows[] = {\n", ldpcArrayName);

-    [r c] = size(code_param.H_rows);

-    for j=1:c

-        for i=1:r

-            fprintf(f, "%d", code_param.H_rows(i,j));

-            if (i == r) && (j ==c)  % weird, this does nothing

-                fprintf(f,"\n};\n");

-            else

-                fprintf(f,", ");

-            end

-        end

-    end

-

-    fprintf(f,"\nconst uint16_t %s_H_cols[] = {\n", ldpcArrayName);

-    [r c] = size(code_param.H_cols);

-    for j=1:c

-        for i=1:r

-            fprintf(f, "%d", code_param.H_cols(i,j));

-            if (i == r) && (j == c)

-                fprintf(f,"\n};\n");

-            else

-                fprintf(f,", ");

-            end

-        end

-    end

-

-    fclose(f);

-endfunction

-

-function printHeader(f, includeFileName, ldpcArrayName, mFilename)

-    fprintf(f, "/*\n  FILE....: %s\n\n", includeFileName);

-    fprintf(f, "  Static arrays for LDPC codec %s, generated by %s.m.\n*/\n\n", ldpcArrayName, mFilename);

-endfunction

diff --git a/octave/ldpc_gen_h_file.m b/octave/ldpc_gen_h_file.m
deleted file mode 100644
index edda815..0000000
--- a/octave/ldpc_gen_h_file.m
+++ /dev/null
@@ -1,72 +0,0 @@
-% ldpc_gen_h_file.m
-% David Rowe Sep 2015
-%
-% Create a C include file for use in mpdecode.c C cmd line LDPC decoder
-
-function ldpc_gen_h_file(code_param, max_iterations, decoder_type, input_decoder_c, x_hat, detected_data)
-       
-  f = fopen(code_param.c_include_file, "wt");
-
-  fprintf(f, "/*\n  FILE....: %s\n\n  Static arrays for LDPC codec, generated", code_param.c_include_file);
-  fprintf(f, "\n  ldpc_gen_h_file.m.\n\n*/\n\n");
-   
-  fprintf(f,"#define NUMBERPARITYBITS %d\n", rows(code_param.H_rows));
-  fprintf(f,"#define MAX_ROW_WEIGHT %d\n", columns(code_param.H_rows));
-  fprintf(f,"#define CODELENGTH %d\n", code_param.symbols_per_frame);
-  fprintf(f,"#define NUMBERROWSHCOLS %d\n", rows(code_param.H_cols));
-  fprintf(f,"#define MAX_COL_WEIGHT %d\n", columns(code_param.H_cols));
-  fprintf(f,"#define DEC_TYPE %d\n", decoder_type);
-  fprintf(f,"#define MAX_ITER %d\n", max_iterations);
-
-  fprintf(f,"\ndouble H_rows[] = {\n");
-     
-  % clock out 2D array to linear C array in row order ....
-
-  [r c] = size(code_param.H_rows);
-  for j=1:c
-    for i=1:r
-      fprintf(f, "%d", code_param.H_rows(i,j));
-      if (i == r) && (j ==c)
-        fprintf(f,"\n};\n");
-      else
-        fprintf(f,", ");
-      end
-    end
-  end
-
-  fprintf(f,"\ndouble H_cols[] = {\n");
-  [r c] = size(code_param.H_cols);
-  for j=1:c
-    for i=1:r
-      fprintf(f, "%d", code_param.H_cols(i,j));
-      if (i == r) && (j == c)
-        fprintf(f,"\n};\n");
-      else
-        fprintf(f,", ");
-      end
-    end
-  end
-
-  fprintf(f,"\ndouble input[] = {\n");
-  for i=1:length(input_decoder_c)
-    fprintf(f, "%.17g", input_decoder_c(i));
-    if i == length(input_decoder_c)
-      fprintf(f,"\n};\n");
-    else
-      fprintf(f,", ");            
-    end
-  end
-
-  fprintf(f,"\nchar detected_data[] = {\n");
-  for i=1:length(detected_data)
-    fprintf(f, "%d", detected_data(i));
-    if i == length(detected_data)
-      fprintf(f,"\n};\n");
-    else
-      fprintf(f,", ");            
-    end
-  end
-
-  fclose(f);
-end
-
diff --git a/octave/load_f32.m b/octave/load_f32.m
deleted file mode 100644
index df76c8b..0000000
--- a/octave/load_f32.m
+++ /dev/null
@@ -1,14 +0,0 @@
-% load_f32.m
-% David Rowe Jan 2019
-%
-% load up .f32 binary files from dump_data
-
-function features = load_f32(fn, ncols)
-  f=fopen(fn,"rb");
-  features_lin=fread(f, 'float32');
-  fclose(f);
-  
-  nrows = length(features_lin)/ncols;
-  features = reshape(features_lin, ncols, nrows);
-  features = features';
-endfunction
diff --git a/octave/make_hilb.m b/octave/make_hilb.m
deleted file mode 100644
index 6c6323c..0000000
--- a/octave/make_hilb.m
+++ /dev/null
@@ -1,60 +0,0 @@
-% make_hilb.m
-% David Rowe May 2015
-%
-% creates Hilber Transformer FIR coeffs
-
-graphics_toolkit ("gnuplot");
-
-% from https://www.dsprelated.com/freebooks/sasp/Hilbert_Transform_Design_Example.html
-
-M = 257;    % window length = FIR filter length (Window Method)
-fs = 8000;  % sampling rate assumed (Hz)
-f1 = 100;   % lower pass-band limit = transition bandwidth (Hz)
-beta = 8;   % beta for Kaiser window for decent side-lobe rejection
-fn = fs/2;             % Nyquist limit (Hz)
-f2 = fn - f1;          % upper pass-band limit
-N = 2^(nextpow2(8*M)); % large FFT for interpolated display
-k1 = round(N*f1/fs);   % lower band edge in bins
-if k1<2, k1=2; end;    % cannot have dc or fn response
-kn = N/2 + 1;          % bin index at Nyquist limit (1-based)
-k2 = kn-k1+1;          % high-frequency band edge
-f1 = k1*fs/N           % quantized band-edge frequencies
-f2 = k2*fs/N
-w = kaiser(M,beta)'; % Kaiser window in "linear phase form"
-H = [ ([0:k1-2]/(k1-1)).^8,ones(1,k2-k1+1),...
-    ([k1-2:-1:0]/(k1-1)).^8, zeros(1,N/2-1)];
-h = ifft(H);               % desired impulse response
-hodd = imag(h(1:2:N));     % This should be zero
-
-% put window in zero-phase form:
-wzp = [w((M+1)/2:M), zeros(1,N-M), w(1:(M-1)/2)];
-hw = wzp .* h;             % single-sideband FIR filter, zero-centered
-Hw = fft(hw);
-hh = [hw(N-(M-1)/2+1:N),hw(1:(M+1)/2)]; % causal FIR
-hh *= 2;
-
-figure(1);
-HH = fft([hh,zeros(1,N-M)]);
-plot(20*log10(abs(HH)));
-figure(2);
-subplot(211); plot(real(hh)); title('real imp resp');
-subplot(212); plot(imag(hh)); title('imag imp resp');
-
-% save coeffs to a C header file
-
-f=fopen("../src/ht_coeff.h","wt");
-fprintf(f,"/* Hilbert Transform FIR filter coeffs */\n");
-fprintf(f,"/* Generated by make_hilb Octave script */\n");
-
-fprintf(f,"\n#define HT_N %d\n\n", M);
-
-fprintf(f,"COMP ht_coeff[]={\n");
-for r=1:M
-  if r < M
-    fprintf(f, "  {%f,%f},\n",  real(hh(r)), imag(hh(r)));
-  else
-    fprintf(f, "  {%f,%f}\n};", real(hh(r)), imag(hh(r)));
-  end
-end
-
-fclose(f);
diff --git a/octave/make_ssbfilt.m b/octave/make_ssbfilt.m
deleted file mode 100644
index bcd00f1..0000000
--- a/octave/make_ssbfilt.m
+++ /dev/null
@@ -1,39 +0,0 @@
-% make_ssbfilt.m
-% David Rowe May 2015
-%
-% Creates low pass filter coeff used to implement a SSB filter in ch
-
-graphics_toolkit ("gnuplot");
-
-ssbfilt_n = 100;
-ssbfilt_bw = 2400;
-ssbfilt_centre = 1500;
-Fs = 8000;
-
-ssbfilt_coeff  = sbfilt_coeff = fir1(ssbfilt_n, ssbfilt_bw/Fs);
-
-figure(1)
-clf;
-h = freqz(ssbfilt_coeff,1,Fs/2);
-plot(20*log10(abs(h)))
-grid minor
-
-% save coeffs to a C header file
-
-f=fopen("../src/ssbfilt_coeff.h","wt");
-fprintf(f,"/* %d Hz LPF FIR filter coeffs */\n", ssbfilt_bw);
-fprintf(f,"/* Generated by make_ssbfilt Octave script */\n");
-
-fprintf(f,"\n#define SSBFILT_N %d\n\n", ssbfilt_n);
-fprintf(f,"\n#define SSBFILT_CENTRE %d\n\n", ssbfilt_centre);
-
-fprintf(f,"float ssbfilt_coeff[]={\n");
-for r=1:ssbfilt_n
-  if r < ssbfilt_n
-    fprintf(f, "  %f,\n",  ssbfilt_coeff(r));
-  else
-    fprintf(f, "  %f\n};", ssbfilt_coeff(r));
-  end
-end
-
-fclose(f);
diff --git a/octave/pl_scatter.m b/octave/pl_scatter.m
deleted file mode 100644
index bc283a3..0000000
--- a/octave/pl_scatter.m
+++ /dev/null
@@ -1,13 +0,0 @@
-% pl_scatter.m
-% Render scatter plot from freedv_data_raw_rx --scatter
-
-function pl_scatter(filename)
-    s=load(filename);
-    figure(1); clf;
-    for b=1:length(fieldnames(s))
-        field_name = fieldnames(s){b};
-        x = s.(field_name);
-        plot(x,'+');
-    end
-    print("scatter.png", "-dpng");
-endfunction
diff --git a/octave/qam16_test.m b/octave/qam16_test.m
deleted file mode 100644
index c613214..0000000
--- a/octave/qam16_test.m
+++ /dev/null
@@ -1,141 +0,0 @@
-% qam16_test.m
-% David Rowe May 2020
-%
-% Octave symbol rate QAM16/LDPC experiments
-
-% Libraries we need
-
-1;
-qam16;
-ldpc;
-
-function test_qam16(fg=2)
-  printf("QAM16 ----------------------------------------\n");
-
-  mod_order = 16; bps = log2(mod_order);
-  modulation = 'QAM'; mapping = ""; demod_type = 0; decoder_type = 0;
-  max_iterations = 100; EsNo_dec = 10;
-  qam16_const = [
-    1 + j,  1 + j*3,  3 + j,  3 + j*3;
-    1 - j,  1 - j*3,  3 - j,  3 - j*3;
-   -1 + j, -1 + j*3, -3 + j, -3 + j*3;
-   -1 - j, -1 - j*3, -3 - j, -3 - j*3];
-  rms = sqrt(qam16_const(:)'*qam16_const(:)/16);
-  qam16_const = qam16_const/rms;
-  constellation_source = 'custom';
-  test_qam16_mod_demod(qam16_const);
-  
-  load HRA_504_396.txt
-  if strcmp(constellation_source,'cml')
-    code_param = ldpc_init_user(HRA_504_396, modulation, mod_order, mapping);
-  else
-    code_param = ldpc_init_user(HRA_504_396, modulation, mod_order, mapping, reshape(qam16_const,1,16));
-  end
-  rate = code_param.ldpc_data_bits_per_frame/code_param.ldpc_coded_bits_per_frame;
-   
-  printf("EbNodB Tbits   Terrs BER   Tcbits  Tcerrs  Perrs CBER  CPER\n");
-  EbNodBvec = 3:10; Ntrials = 1000;
-  for i=1:length(EbNodBvec)
-    EbNodB = EbNodBvec(i);
-    EsNodB = EbNodB + 10*log10(rate) + 10*log10(bps); EsNodBvec(i) = EsNodB;
-    EsNo = 10^(EsNodB/10);
-    variance = 1/EsNo;
-    Terrs = Tbits = 0; Tcerrs = 0; Tcbits = 0; Perrs = 0; rx_symbols_log = [];
-    for nn = 1:Ntrials        
-      tx_bits = round(rand(1, code_param.ldpc_data_bits_per_frame));
-      [tx_codeword, tx_symbols] = ldpc_enc(tx_bits, code_param);
-      noise = sqrt(variance*0.5)*(randn(1,length(tx_symbols)) + j*randn(1,length(tx_symbols)));
-      rx_symbols = tx_symbols + noise;
-      rx_symbols_log = [rx_symbols_log rx_symbols];
-
-      % uncoded decode/demod and count errors
-      rx_codeword = zeros(1,code_param.ldpc_coded_bits_per_frame);
-      for s=1:length(rx_symbols)
-        rx_codeword((s-1)*bps+1:s*bps) = qam16_demod(qam16_const,rx_symbols(s));
-      end
-      Nerr = sum(xor(tx_codeword,rx_codeword));
-      Terrs += Nerr;
-      Tbits += code_param.ldpc_coded_bits_per_frame;
-      
-      % LDPC demod/decode and count errors
-      dec_rx_codeword = ldpc_dec(code_param, max_iterations, demod_type, decoder_type, rx_symbols, EsNo_dec, ones(1,length(rx_symbols)));
-      errors_positions = xor(tx_bits, dec_rx_codeword(1:code_param.ldpc_data_bits_per_frame));
-      Ncerr = sum(errors_positions);
-      Tcbits += code_param.ldpc_data_bits_per_frame; Tcerrs += Ncerr;
-      if Ncerr Perrs++; end
-    end
-    figure(fg); clf; plot(rx_symbols_log,"."); axis([-1.5 1.5 -1.5 1.5]); drawnow;
-    printf("%5.1f %6d %6d %5.2f %6d %6d %6d  %5.2f %5.2f\n",
-           EbNodB, Tbits, Terrs, Terrs/Tbits, Tcbits, Tcerrs, Perrs, Tcerrs/Tcbits, Perrs/Ntrials);
-    ber(i) = Terrs/Tbits; cber(i) = Tcerrs/Tcbits; cper(i) = Perrs/Ntrials;
-  end
-  print("qam64_scatter.png","-dpng");
-
-  figure(fg+1); clf; title('QAM16 Uncoded');
-  uncoded_EbNodBvec = EbNodBvec + 10*log10(rate);
-  ber_theory = ber_qam(uncoded_EbNodBvec);
-  semilogy(uncoded_EbNodBvec,ber_theory,'b+-;uncoded QAM16 BER theory;','markersize', 10, 'linewidth', 2); hold on;
-  semilogy(uncoded_EbNodBvec,ber+1E-10,'g+-;uncoded QAM16 BER;','markersize', 10, 'linewidth', 2); hold on;
-  grid; axis([min(uncoded_EbNodBvec) max(uncoded_EbNodBvec) 1E-5 1]); xlabel('Uncoded Eb/No (dB)');
-  print("qam16_uncoded_ber.png","-dpng");
-  
-  figure(fg+2); clf; title('QAM16 with LDPC (504,396)'); 
-  semilogy(EbNodBvec,cber+1E-10,'b+-;QAM16 coded BER;','markersize', 10, 'linewidth', 2); hold on;
-  semilogy(EbNodBvec,cper+1E-10,'g+-;QAM16 coded PER;','markersize', 10, 'linewidth', 2); hold off;
-  grid; axis([min(EbNodBvec) max(EbNodBvec) 1E-5 1]); xlabel('Eb/No (dB)');
-
-  figure(fg+3); clf; title('QAM16 with LDPC (504,396)'); 
-  semilogy(EsNodBvec,cber+1E-10,'b+-;QAM16 coded BER;','markersize', 10, 'linewidth', 2); hold on;
-  semilogy(EsNodBvec,cper+1E-10,'g+-;QAM16 coded PER;','markersize', 10, 'linewidth', 2); hold off;
-  grid; axis([min(EsNodBvec) max(EsNodBvec) 1E-5 1]); xlabel('Es/No (dB)');
-  print("qam16_504_396.png","-dpng");
-endfunction
-
-
-% Thanks Bill VK5DSP, for the QAM BER functions
-
-function p = ber_qam(ebn0)
-  % Calculate the bit error rate (BER) for square 16QAM in AWGN
-  %   given the Eb/N0 in dB,  ebn0 can be a scalar or vector
-  %   (assuming coherent detection, uncoded)
-  %   [section 5.3 Webb and Hanzo text]
-
-  e = 4*10.^(ebn0/10);    %  Es/N0 vector in linear
-  b2 = qfn(sqrt(e/5));
-  b1 = (qfn(sqrt(e/5)) + qfn(3*sqrt(e/5)))/2;
-  p = (b1+b2)/2;
-endfunction
-
-function tail=qfn(a)
-  % Usage: tail=qfn(a)
-  % where: tail=area under the tail of the normal dist. from a to inf.
-  %        for zero mean, unit variance distribution
-  %
-  % If no argument is given, plot Q(x) for x = 0 to 5
-
-  % use erfc instead of 1-erf to avoid truncation errors!     April 2010
-
-  fact = 1 / sqrt(2);
-  if exist('a')
-
-    % tail = 0.5 * ( 1 - erf(a * fact));
-    tail = 0.5 * erfc(a * fact);
-  else
-    x=(0: 0.1: 6); semilogy(x,  0.5*( erfc(x * fact)));
-    title('Q function plot');
-    xlabel('x'); ylabel('Q(x)');
-  end
-endfunction
-
-
-% --------------------------------------------------------------------------------
-% START SIMULATIONS
-% --------------------------------------------------------------------------------
-
-more off;
-format;
-
-% Start CML library (see CML set up instructions in ldpc.m)
-init_cml();
-
-test_qam16(1)
diff --git a/octave/test_ldpc_fsk_lib.m b/octave/test_ldpc_fsk_lib.m
deleted file mode 100644
index 0817888..0000000
--- a/octave/test_ldpc_fsk_lib.m
+++ /dev/null
@@ -1,851 +0,0 @@
-% test_ldpc_fsk_lib

-% David Rowe 16 April 2016

-%

-% A series of tests for ldpc_fsk_lib, and C versions ldpc_enc and ldpc_dec.

-% Gradually builds up complete C command line for SSTV balloon system,

-% using Octave versions of LDPC and FSK modem as reference points.

-

-1;

-

-% encodes and decodes one frame, also writes codeword.bin for testing

-% decode_from_file() below, and can optionally generate include file for

-% C version of decoder.

-

-function [data code_param] = simple_ut(c_include_file)

-  load('H2064_516_sparse.mat');

-  HRA = full(HRA);  

-  max_iterations = 100;

-  decoder_type = 0;

-  EsNodB = 3;

-  mod_order = 2;

-

-  code_param = ldpc_init(HRA, mod_order);

-  data = round( rand( 1, code_param.data_bits_per_frame ) );

-  codeword = ldpc_encode(code_param, data);

-  f = fopen("codeword.bin","wt"); fwrite(f, codeword, "uint8"); fclose(f);

-  s = 1 - 2 * codeword;   

-  code_param.symbols_per_frame = length( s );

-

-  EsNo = 10^(EsNodB/10);

-  variance = 1/(2*EsNo);

-  noise = sqrt(variance)* randn(1,code_param.symbols_per_frame); 

-  rx = s + noise;

-  

-  if nargin == 1

-    code_param.c_include_file = c_include_file;

-  end

-  [detected_data Niters] = ldpc_decode(rx, code_param, max_iterations, decoder_type);

-  

-  error_positions = xor(detected_data(1:code_param.data_bits_per_frame), data);

-  Nerrs = sum(error_positions);

-

-  printf("Nerrs = %d\n", Nerrs);

-end

-

-

-% This version decodes from a file of bits

-

-function detected_data = decode_from_file(filename)

-  max_iterations = 100;

-  decoder_type = 0;

-  load('H2064_516_sparse.mat');

-  HRA = full(HRA);  

-  mod_order = 2;

-

-  f = fopen(filename,"rb"); codeword = fread(f, "uint8")'; fclose(f);

-  r = 1 - 2 * codeword;   

-  code_param = ldpc_init(HRA, mod_order);

-  [detected_data Niters] = ldpc_decode(r, code_param, max_iterations, decoder_type);

-end

-

-

-% plots a BER curve for the LDPC decoder.  Takes a while to run, uses parallel cores

-

-function plot_curve

-  num_cores = 4;              % set this to the number of cores you have

-

-  load('H2064_516_sparse.mat');

-  HRA = full(HRA);  

-  [Nr Nc] = size(HRA); 

-  sim_in.rate = (Nc-Nr)/Nc;

-

-  sim_in.HRA            = HRA;

-  sim_in.mod_order      = 2;

-  sim_in.framesize      = Nc;

-  sim_in.mod_order      = 2; 

-  sim_in.Lim_Ferrs      = 100;

-

-  % note we increase number of trials as BER goes down

-

-  Esvec   = [   0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 ]; 

-  Ntrials = [ 1E4 1E4 1E4 1E4 1E5 1E5 1E5 1E5 1E5 ];

-  num_runs = length(Esvec)

-

-  sim_in_vec(1:num_runs) = sim_in;

-  for i = 1:num_runs

-    sim_in_vec(i).Esvec   = Esvec(i);

-    sim_in_vec(i).Ntrials = Ntrials(i);

-  end

-

-  %sim_out = ldpc5(sim_in_vec(1));

-  tstart = time();

-  sim_out = pararrayfun(num_cores, @ldpc5, sim_in_vec);

-  tend = time();

-

-  total_bits = sum(Ntrials)*sim_in.framesize;

-  total_secs = tend - tstart;

-  printf("%d bits in %4.1f secs, or %5f bits/s\n", total_bits, total_secs, total_bits/total_secs);

-

-  for i=1:num_runs

-    Ebvec(i)  = sim_out(i).Ebvec;

-    BERvec(i) = sim_out(i).BERvec;

-  end

-  semilogy(Ebvec,  BERvec, '+-')

-  xlabel('Eb/N0')

-  ylabel('BER')

-  title(['H2064 516 sparse.mat' ' ' date])

-

-end

-

-

-% Test C encoder

-

-function test_c_encoder

-  load('H2064_516_sparse.mat');

-  HRA = full(HRA);  

-  max_iterations = 100;

-  decoder_type = 0;

-  EsNodB = 3;

-  mod_order = 2;

-  frames = 100;

-

-  EsNo = 10^(EsNodB/10);

-  variance = 1/(2*EsNo);

-

-  code_param = ldpc_init(HRA, mod_order);

-

-  data = round(rand(1,frames*code_param.data_bits_per_frame));

-  f = fopen("data.bin","wt"); fwrite(f, data, "uint8"); fclose(f);

-

-  % Outboard C encoder

-

-  system("../src/ldpc_enc data.bin codewords.bin"); 

-

-  % Test with Octave decoder

-

-  f = fopen("codewords.bin","rb"); codewords = fread(f, "uint8")'; fclose(f);

-  

-  Nerrs = 0;

-  for i=1:frames

-    st = (i-1)*code_param.symbols_per_frame+1; en = st+code_param.symbols_per_frame-1;

-    tx = 1 - 2 * codewords(st:en);   

-

-    noise = sqrt(variance)*randn(1,code_param.symbols_per_frame); 

-    rx = tx + noise;

-

-    [detected_data Niters] = ldpc_decode(rx, code_param, max_iterations, decoder_type);

-

-    st = (i-1)*code_param.data_bits_per_frame+1; en = st+code_param.data_bits_per_frame-1;

-    error_positions = xor(detected_data(1:code_param.data_bits_per_frame), data(st:en));

-    Nerrs += sum(error_positions);

-  end

-

-  printf("Nerrs = %d\n", Nerrs);

-end

-

-

-function test_c_decoder

-  load('H2064_516_sparse.mat');

-  HRA = full(HRA);  

-  max_iterations = 100;

-  decoder_type = 0;

-  mod_order = 2;

-  frames = 10;

-  EsNodB = 2;

-  sdinput = 1;

-

-  EsNo = 10^(EsNodB/10);

-  variance = 1/(2*EsNo);

-

-  code_param = ldpc_init(HRA, mod_order);

-  data = round(rand(1,code_param.data_bits_per_frame*frames));

-  

-  f = fopen("data.bin","wt"); fwrite(f, data, "uint8"); fclose(f);

-  system("../src/ldpc_enc data.bin codewords.bin"); 

-  f = fopen("codewords.bin","rb"); codewords = fread(f, "uint8")'; fclose(f);

-

-  s = 1 - 2 * codewords;   

-  noise = sqrt(variance)*randn(1,code_param.symbols_per_frame*frames); 

-  r = s + noise;

-

-  % calc LLRs frame by frame

-

-  for i=1:frames

-    st = (i-1)*code_param.symbols_per_frame+1;

-    en = st + code_param.symbols_per_frame-1;

-    llr(st:en) = sd_to_llr(r(st:en));    

-  end

-

-  % Outboard C decoder

-

-  if sdinput

-    f = fopen("sd.bin","wb"); fwrite(f, r, "double"); fclose(f);

-    system("../src/ldpc_dec sd.bin data_out.bin --sd"); 

-  else

-    f = fopen("llr.bin","wb"); fwrite(f, llr, "double"); fclose(f);

-    system("../src/ldpc_dec llr.bin data_out.bin"); 

-  end

-

-  f = fopen("data_out.bin","rb"); data_out = fread(f, "uint8")'; fclose(f);

-  

-  Nerrs = Nerrs2 = zeros(1,frames);

-  for i=1:frames

-

-    % Check C decoder

-    

-    data_st = (i-1)*code_param.data_bits_per_frame+1;

-    data_en = data_st+code_param.data_bits_per_frame-1;

-    st = (i-1)*code_param.symbols_per_frame+1;

-    en = st+code_param.data_bits_per_frame-1;

-    data_out_c = data_out(st:en);

-    error_positions = xor(data_out_c, data(data_st:data_en));

-    Nerrs(i) = sum(error_positions);

-

-    % Octave decoder 

-

-    st = (i-1)*code_param.symbols_per_frame+1; en = st+code_param.symbols_per_frame-1;

-    [detected_data Niters] = ldpc_decode(r(st:en), code_param, max_iterations, decoder_type);

-    st = (i-1)*code_param.data_bits_per_frame+1; en = st+code_param.data_bits_per_frame-1;

-    data_out_octave = detected_data(1:code_param.data_bits_per_frame);

-    error_positions = xor(data_out_octave, data(st:en));

-    Nerrs2(i) = sum(error_positions);

-    %printf("%4d ", Niters);

-  end

-  printf("Errors per frame:\nC.....:");

-  for i=1:frames

-    printf("%4d ", Nerrs(i));

-  end

-  printf("\nOctave:");

-  for i=1:frames

-    printf("%4d ", Nerrs2(i));

-  end

-  printf("\n");

-

-end

-

-% Saves a complex vector s to a file "filename" of IQ unsigned 8 bit

-% chars, same as RTLSDR format.

-

-function save_rtlsdr(filename, s)

-  mx = max(abs(s));

-  re = real(s); im = imag(s);

-  l = length(s);

-  iq = zeros(1,2*l);

-  %iq(1:2:2*l) = 127 + re*(127/mx); 

-  %iq(2:2:2*l) = 127 + im*(127/mx); 

-  iq(1:2:2*l) = 127 + 32*re; 

-  iq(2:2:2*l) = 127 + 32*im; 

-  figure(3); clf; plot(iq); title('simulated IQ signal from RTL SDR');

-  fs = fopen(filename,"wb");

-  fwrite(fs,iq,"uchar");

-  fclose(fs);

-endfunction

-

-

-% Oversamples by a factor of 2 using Octaves resample() function then

-% uses linear interpolation to achieve fractional sample rate

-

-function rx_resample_fract = fractional_resample(rx, resample_rate);

-    assert(resample_rate < 2, "keep resample_rate between 0 and 2");

-    rx_resample2 = resample(rx, 2, 1);

-    l = length(rx_resample2);

-    rx_resample_fract = zeros(1,l);

-    k = 1;

-    step = 2/resample_rate;

-    for i=1:step:l-1

-      i_low = floor(i);

-      i_high = ceil(i);

-      f = i - i_low;

-      rx_resample_fract(k) = (1-f)*rx_resample2(i_low) + f*rx_resample2(i_high); 

-      %printf("i: %f i_low: %d i_high: %d f: %f\n", i, i_low, i_high, f);

-      k++;

-    end

-    rx_resample_fract = rx_resample_fract(1:k-1);

-endfunction

-

-

-% Using simulated SSTV packet, generate complex fsk mod signals, 8-bit

-% unsigned IQ for feeding into C demod chain.  Can also be used to

-% generate BER curves.  Found bugs in UW size and our use of csdr

-% re-sampler using this function, and by gradually and carefully

-% building up the C command line.

-

-#{

-todo: [X] uncoded BER

-          [X] octave fsk demod

-          [X] use C demod

-      [X] compare uncoded BER to unsigned 8 bit IQ to regular 16-bit

-          [X] generate complex rx signal with noise

-          [X] used cmd line utils to drive demod

-      [X] test with resampler

-      [X] measure effect on PER with coding

-#}

-

-function [n_uncoded_errs n_uncoded_bits] = run_sstv_sim(sim_in, EbNodB)

-

-  frames = sim_in.frames;

-  demod_type = sim_in.demod_type;

-

-  % init LDPC code

-

-  load('H2064_516_sparse.mat');

-  HRA = full(HRA);  

-  max_iterations = 100;

-  decoder_type = 0;

-  mod_order = 2;

-

-  code_param = ldpc_init(HRA, mod_order);

-

-  % note fixed frame of bits used for BER testing

-

-  tx_codeword = gen_sstv_frame;

-  

-  % init FSK modem

-

-  fsk_horus_as_a_lib = 1;

-  fsk_horus;

-  states         = fsk_horus_init_hbr(9600, 8, 1200, 2, length(tx_codeword));

-  states.df(1:states.M) = 0;

-  states.dA(1:states.M) = 1;

-  states.tx_real = 0;  % Octave fsk_mod generates complex valued output

-                       % so we can simulate rtl_sdr complex output

-

-  % Set up simulated tx tones to sit in the middle of cdsr passband

-

-  filt_low_norm = 0.1; filt_high_norm = 0.4;

-  fc = states.Fs*(filt_low_norm + filt_high_norm)/2;

-  %fc = 1800;

-  f1 = fc - states.Rs/2;

-  f2 = fc + states.Rs/2;

-  states.ftx = [f1 f2];

-

-  % set up AWGN channel 

-

-  EbNo = 10^(EbNodB/10);

-  variance = states.Fs/(states.Rs*EbNo*states.bitspersymbol);

-

-  % start simulation ----------------------------------------

-

-  tx_bit_stream = [];

-  for i=1:frames

-    % uncomment for different data on each frame

-    %tx_codeword = gen_sstv_frame;

-    tx_bit_stream = [tx_bit_stream tx_codeword];

-  end

-

-  printf("%d bits at %d bit/s is a %3.1f second run\n", length(tx_bit_stream), 115200,length(tx_bit_stream)/115200);

- 

-  % modulate and channel model

-

-  tx = fsk_horus_mod(states, tx_bit_stream);

-  noise_real = sqrt(variance)*randn(length(tx),1);

-  noise_complex = sqrt(variance/2)*(randn(length(tx),1) + j*randn(length(tx),1));

-

-  % demodulate -----------------------------------------------------

-

-  if demod_type == 1

-

-    % Octave demod

-

-    if states.tx_real

-      rx = tx + noise_real;

-    else

-      rx = tx + noise_complex;

-    end

-    SNRdB = 10*log10(var(tx)/var(noise_complex));

-

-    % demodulate frame by frame using Octave demod

-

-    st = 1;

-    run_frames = floor(length(rx)/states.N);

-    rx_bit_stream = [];

-    rx_sd_stream = [];

-    for f=1:run_frames

-

-      % extract nin samples from rx sample stream

-

-      nin = states.nin;

-      en = st + states.nin - 1;

-

-      if en <= length(rx) % due to nin variations its possible to overrun buffer

-        sf = rx(st:en);

-        st += nin;

-

-        % demodulate to stream of bits

-

-        states.f = [f1 f2]; % note that for Octave demod we cheat and use known tone frequencies

-                            % allows us to determine if freq offset estimation in C demod is a problem

-

-        [rx_bits states] = fsk_horus_demod(states, sf);

-        rx_bit_stream = [rx_bit_stream rx_bits];

-        rx_sd_stream = [rx_sd_stream states.rx_bits_sd];

-      end

-    end

-  end

-

-  if demod_type == 2

-    % baseline C demod

-

-    if states.tx_real

-      rx = tx + noise_real;

-    else

-      rx = 2*real(tx) + noise_real;

-    end

-    SNRdB = 10*log10(var(tx)/var(noise_real));

-    rx_scaled = 1000*real(rx);

-    f = fopen("fsk_demod.raw","wb"); fwrite(f, rx_scaled, "short"); fclose(f);

-    system("../build_linux/src/fsk_demod 2X 8 9600 1200 fsk_demod.raw fsk_demod.bin");

-    f = fopen("fsk_demod.bin","rb"); rx_bit_stream = fread(f, "uint8")'; fclose(f);

-  end

-

-  if demod_type == 3

-    % C demod driven by csdr command line kung fu

-

-    assert(states.tx_real == 0, "need complex signal for this test");

-    rx = tx + noise_complex;

-    SNRdB = 10*log10(var(tx)/var(noise_real));

-    save_rtlsdr("fsk_demod.iq", rx);

-    system("cat fsk_demod.iq | csdr convert_u8_f | csdr bandpass_fir_fft_cc 0.1 0.4 0.05 | csdr realpart_cf | csdr convert_f_s16 | ../build_linux/src/fsk_demod 2X 8 9600 1200 - fsk_demod.bin");

-    f = fopen("fsk_demod.bin","rb"); rx_bit_stream = fread(f, "uint8")'; fclose(f);

-  end

-

-  if demod_type == 4

-    % C demod with resampler ....... getting closer to Mark's real time cmd line

-

-    assert(states.tx_real == 0, "need complex signal for this test");

-    rx = tx + noise_complex;

-    SNRdB = 10*log10(var(tx)/var(noise_real));

-    

-    printf("resampling ...\n");

-    rx_resample_fract = fractional_resample(rx, 1.08331);

-    %rx_resample_fract = fractional_resample(rx_resample_fract, 1/1.08331);

-    save_rtlsdr("fsk_demod_resample.iq", rx_resample_fract);

-

-    printf("run C cmd line chain ...\n");

-%    system("cat fsk_demod_resample.iq | csdr convert_u8_f | csdr bandpass_fir_fft_cc 0.1 0.4 0.05 | csdr realpart_cf | csdr convert_f_s16 | ../build_linux/src/fsk_demod 2X 8 9600 1200 - fsk_demod.bin");

-    system("cat fsk_demod_resample.iq | csdr convert_u8_f | csdr bandpass_fir_fft_cc 0.1 0.4 0.05 | csdr realpart_cf | csdr convert_f_s16 | ../unittest/tsrc - - 0.9230968 | ../build_linux/src/fsk_demod 2X 8 9600 1200 - fsk_demod.bin");

-%    system("cat fsk_demod_resample.iq | csdr convert_u8_f | csdr bandpass_fir_fft_cc 0.1 0.4 0.05 | csdr realpart_cf | csdr fractional_decimator_ff 1.08331 | csdr convert_f_s16 | ../build_linux/src/fsk_demod 2X 8 9600 1200 - fsk_demod.bin");

-    f = fopen("fsk_demod.bin","rb"); rx_bit_stream = fread(f, "uint8")'; fclose(f);

-  end

-

-

-  if demod_type == 5

-

-    % C demod with resampler and use C code to measure PER, in this

-    % test we don't need to run state machine below as C code gives us

-    % the outputs we need

-

-    assert(states.tx_real == 0, "need complex signal for this test");

-    rx = tx + noise_complex;

-    SNRdB = 10*log10(var(tx)/var(noise_real));

-    

-    printf("fract resampling ...\n");

-    rx_resample_fract = fractional_resample(rx, 1.08331);

-    save_rtlsdr("fsk_demod_resample.iq", rx_resample_fract);

-

-    % useful for HackRF

-    %printf("10X resampling ...\n");

-    %rx_resample_10M = resample(rx_resample_fract, 10, 1);

-    %save_rtlsdr("fsk_demod_10M.iq", rx_resample_10M);

-

-    printf("run C cmd line chain - uncoded PER\n");

-    system("cat fsk_demod_resample.iq | csdr convert_u8_f | csdr bandpass_fir_fft_cc 0.1 0.4 0.05 | csdr realpart_cf | csdr convert_f_s16 | ../unittest/tsrc - - 0.9230968 | ../build_linux/src/fsk_demod 2X 8 9600 1200 - - | ../src/drs232 - /dev/null -v");

-

-    printf("run C cmd line chain - LDPC coded PER\n");

-    system("cat fsk_demod_resample.iq | csdr convert_u8_f | csdr bandpass_fir_fft_cc 0.1 0.4 0.05 | csdr realpart_cf | csdr convert_f_s16 | ../unittest/tsrc - - 0.9230968 | ../build_linux/src/fsk_demod 2XS 8 9600 1200 - - | ../src/drs232_ldpc - /dev/null -v");

-  end

-

-  if demod_type == 6

-    % C demod with complex input driven simplfied csdr command line, just measure BER of demod

-

-    assert(states.tx_real == 0, "need complex signal for this test");

-    rx = tx + noise_complex;

-    SNRdB = 10*log10(var(tx)/var(noise_real));

-    save_rtlsdr("fsk_demod.iq", rx);

-    system("cat fsk_demod.iq | csdr convert_u8_f | csdr convert_f_s16 | ../build_linux/src/fsk_demod 2X 8 9600 1200 - fsk_demod.bin C");

-

-    f = fopen("fsk_demod.bin","rb"); rx_bit_stream = fread(f, "uint8")'; fclose(f);

-  end

-

-  if demod_type == 7

-    % C demod with complex input, measure uncoded and uncoded PER

-

-    assert(states.tx_real == 0, "need complex signal for this test");

-    rx = tx + noise_complex;

-    SNRdB = 10*log10(var(tx)/var(noise_real));

-    save_rtlsdr("fsk_demod.iq", rx);

-

-    printf("run C cmd line chain - uncoded PER\n");

-    system("cat fsk_demod.iq | csdr convert_u8_f | csdr convert_f_s16 | ../build_linux/src/fsk_demod 2X 8 9600 1200 - - C | ../src/drs232 - /dev/null -v");

-

-    printf("run C cmd line chain - LDPC coded PER\n");

-    %system("cat fsk_demod.iq | csdr convert_u8_f | csdr convert_f_s16 | ../build_linux/src/fsk_demod 2XS 8 9600 1200 - - C | ../src/drs232_ldpc - /dev/null -v");

-    system("cat fsk_demod.iq | ../build_linux/src/fsk_demod 2XS 8 9600 1200 - - CU8 | ../src/drs232_ldpc - /dev/null -v");

-  end

-

-  if (demod_type != 5) && (demod_type != 7)

-    % state machine. Look for SSTV UW.  When found count bit errors over one frame of bits

-

-    state = "wait for uw";

-    start_uw_ind = 16*10+1; end_uw_ind = start_uw_ind + 5*10 - 1;

-    uw_rs232 = tx_codeword(start_uw_ind:end_uw_ind); luw = length(uw_rs232);

-    start_frame_ind =  end_uw_ind + 1;

-    nbits = length(rx_bit_stream);

-    uw_thresh = 5;

-    n_uncoded_errs = 0;

-    n_uncoded_bits = 0;

-    n_packets_rx = 0;

-    last_i = 0;

-

-    % might as well include RS232 framing bits in uncoded error count

-

-    nbits_frame = code_param.data_bits_per_frame*10/8;  

-

-    uw_errs = zeros(1, nbits);

-    for i=luw:nbits

-      uw_errs(i) = sum(xor(rx_bit_stream(i-luw+1:i), uw_rs232));

-    end

-

-    for i=luw:nbits

-      next_state = state;

-      if strcmp(state, 'wait for uw')

-        if uw_errs(i) <= uw_thresh

-          next_state = 'count errors';

-          tx_frame_ind = start_frame_ind;

-          rx_frame_ind = i + 1;

-          n_uncoded_errs_this_frame = 0;

-          %printf("%d %s %s\n", i, state, next_state);

-          if last_i

-            printf("i: %d i-last_i: %d ", i, i-last_i);

-          end

-        end

-      end

-      if strcmp(state, 'count errors')

-        n_uncoded_errs_this_frame += xor(rx_bit_stream(i), tx_codeword(tx_frame_ind));

-        n_uncoded_bits++;

-        tx_frame_ind++;

-        if tx_frame_ind == (start_frame_ind+nbits_frame)

-          n_uncoded_errs += n_uncoded_errs_this_frame;

-          printf("n_uncoded_errs_this_frame: %d\n", n_uncoded_errs_this_frame);

-          frame_rx232_rx = rx_bit_stream(rx_frame_ind:rx_frame_ind+nbits_frame-1);

-          %tx_codeword(start_frame_ind+1:start_frame_ind+10)

-          %frame_rx232_rx(1:10)

-          sstv_checksum(frame_rx232_rx);

-          last_i = i;

-          n_packets_rx++;

-          next_state = 'wait for uw';

-        end

-      end

-      state = next_state;

-    end

-

-    uncoded_ber = n_uncoded_errs/n_uncoded_bits;

-    printf("EbNodB: %4.1f SNRdB: %4.1f pkts: %d bits: %d errs: %d BER: %4.3f\n", 

-            EbNodB, SNRdB, n_packets_rx, n_uncoded_bits, n_uncoded_errs, uncoded_ber);  

-

-    figure(2);

-    plot(uw_errs);

-    title('Unique Word Hamming Distance')

-  end

-

-endfunction

-

-

-% Function to test flight mode software.  Takes a rx stream of

-% demodulated bits, and locates frames using UW detection.  Extracts

-% data and parity bits.  Uses data bits to generate parity bits here

-% and compare.

-

-function compare_parity_bits(rx_bit_stream)

-    nframes = 500;

-

-    % init LDPC code

-

-    load('H2064_516_sparse.mat');

-    HRA = full(HRA);  

-    max_iterations = 100;

-    decoder_type = 0;

-    mod_order = 2;

-

-    code_param = ldpc_init(HRA, mod_order);

-

-    % generate frame, this will have random bits not related to

-    % rx_stream, however we just use it for the UW

-

-    tx_codeword = gen_sstv_frame;

-    l = length(tx_codeword);

-    printf("expected rs232 frames codeword length: %d\n", l);

-

-    % state machine. Look for SSTV UW.  When found count bit errors over one frame of bits

-

-    state = "wait for uw";

-    start_uw_ind = 16*10+1; end_uw_ind = start_uw_ind + 4*10 - 1;

-    uw_rs232 = tx_codeword(start_uw_ind:end_uw_ind); luw = length(uw_rs232);

-    start_frame_ind =  end_uw_ind + 1;

-    nbits = nframes*l;

-    uw_thresh = 5;

-    n_uncoded_errs = 0;

-    n_uncoded_bits = 0;

-    n_packets_rx = 0;

-    last_i = 0;

-

-    % might as well include RS232 framing bits in uncoded error count

-

-    uw_errs = luw*ones(1, nbits);

-    for i=luw:nbits

-      uw_errs(i) = sum(xor(rx_bit_stream(i-luw+1:i), uw_rs232));

-    end

-

-    frame_start = find(uw_errs < 2)+1;

-    nframes = length(frame_start)

-    for i=1:nframes

-

-      % double check UW OK

-

-      st_uw = frame_start(i) - luw; en_uw = frame_start(i) - 1;

-      uw_err_check = sum(xor(rx_bit_stream(st_uw:en_uw), uw_rs232));

-      %printf("uw_err_check: %d\n", uw_err_check);

-

-      % strip off rs232 start/stop bits

-

-      nbits_rs232 = (256+2+65)*10;

-      nbits = (256+2+65)*8;

-      nbits_byte = 10;

-      rx_codeword = zeros(1,nbits);

-      pdb = 1;

-

-      for k=1:nbits_byte:nbits_rs232

-        for l=1:8

-          rx_codeword(pdb) = rx_bit_stream(frame_start(i)-1+k+l);

-          pdb++;

-        end

-      end

-      assert(pdb == (nbits+1));

-      

-      data_bits = rx_codeword(1:256*8);

-      checksum_bits = rx_codeword(256*8+1:258*8);

-      parity_bits = rx_codeword(258*8+1:258*8+516);

-      padding_bits = rx_codeword(258*8+516+1:258*8+516+1);

-

-      % stopped here as we found bug lol!

-    end

-

-    figure(1); clf;

-    plot(uw_errs);

-    title('Unique Word Hamming Distance')

-    figure(2); clf;

-    lframe_start = length(frame_start);

-    plot(frame_start(2:lframe_start)-frame_start(1:lframe_start-1));

-    %title('Unique Word Hamming Distance')

-

-endfunction

-

-

-% Start simulation --------------------------------------------------------

-

-more off;

-currentdir = pwd;

-thiscomp = computer;

-

-if strcmpi(thiscomp, 'MACI64')==1

-   if exist('CMLSimulate')==0

-        cd '/Users/bill/Current/Projects/DLR_FSO/Visit2013_FSO_GEO/cml'

-        addpath '../'    % assume the source files stored here

-        CmlStartup       % note that this is not in the cml path!

-        disp('added MACI64 path and run CmlStartup')

-    end

-end

-

-if strfind(thiscomp, 'pc-linux-gnu')==8 

-   if exist('LdpcEncode')==0, 

-        cd '~/tmp/cml'

-        CmlStartup 

-        disp('CmlStartup has been run')

-	% rmpath '/home/bill/cml/mexhelp'  % why is this needed? 

-	% maybe different path order in octave cf matlab ? 

-    end

-end

-

-cd(currentdir)

-

-ldpc_fsk_lib;

-randn('state',1);

-rand('state',1);

-

-% ------------------ select which demo/test to run here ---------------

-

-demo = 12;

-

-if demo == 1

-  printf("simple_ut....\n");

-  data = simple_ut;

-end

-

-if demo == 2

-  printf("generate C header file....\n");

-  data = simple_ut("../src/H2064_516_sparse.h");

-end

-

-if demo == 3

-  printf("decode_from_file ......\n");

-  data = simple_ut;

-  detected_data = decode_from_file("codeword.bin");

-  error_positions = xor( detected_data(1:length(data)), data );

-  Nerrs = sum(error_positions);

-  printf("  Nerrs = %d\n", Nerrs);

-end

-

-if demo == 4

-  printf("plot a curve....\n");

-  plot_curve;

-end

-

-if demo == 5

-

-  % generate test data and save to disk

-

-  [data code_param] = simple_ut;

-  f = fopen("dat_in2064.bin","wb"); fwrite(f, data, "uint8"); fclose(f);

-

-  % Outboard C encoder

-

-  system("../src/ldpc_enc dat_in2064.bin dat_op2064.bin"); 

-

-  % Test with Octave decoder

-

-  detected_data = decode_from_file("dat_op2064.bin");

-  error_positions = xor(detected_data(1:length(data)), data);

-  Nerrs = sum(error_positions);

-  printf("Nerrs = %d\n", Nerrs);

-end

-

-if demo == 6

-  test_c_encoder;

-end

-

-if demo == 7

-  test_c_decoder;

-end

-

-% generates simulated demod soft decision symbols to drive C ldpc decoder with

-

-if demo == 8

-  frames = 100;

-  EsNodB = 3;

-  EsNo = 10^(EsNodB/10);

-  variance = 1/(2*EsNo);

-

-  frame_rs232 = [];

-  for i=1:frames

-    frame_rs232 = [frame_rs232 gen_sstv_frame];

-  end

-

-  % write hard decn version to disk file, useful for fsk_mod input

-

-  f = fopen("sstv.bin","wb"); fwrite(f, frame_rs232, "char"); fclose(f);

-

-  % soft decision version (with noise)

-

-  s = 1 - 2*frame_rs232;

-  noise = sqrt(variance)*randn(1,length(frame_rs232)); 

-  r = s + noise;

-  f = fopen("sstv_sd.bin","wb"); fwrite(f, r, "float32"); fclose(f);

-end

-

-

-if demo == 9

-  frames = 100;

-  EbNodB = 11;

-

-  frame_rs232 = [];

-  for i=1:frames

-    frame_rs232 = [frame_rs232 gen_sstv_frame];

-  end

-

-  % Use C FSK modulator to generate modulated signal

-

-  f = fopen("sstv.bin","wb"); fwrite(f, frame_rs232, "char"); fclose(f);

-  system("../build_linux/src/fsk_mod 2 9600 1200 1200 2400 sstv.bin fsk_mod.raw");

-

-  % Add some channel noise here in Octave

-

-  f = fopen("fsk_mod.raw","rb"); tx = fread(f, "short")'; fclose(f); tx_pwr = var(tx);

-  Fs = 9600; Rs=1200; EbNolin = 10 ^ (EbNodB/10);

-  variance = (tx_pwr/2)*states.Fs/(states.Rs*EbNolin*states.bitspersymbol);

-  noise = sqrt(variance)*randn(1,length(tx)); 

-  SNRdB = 10*log10(var(tx)/var(noise));

-  rx = tx + noise;

-  f = fopen("fsk_demod.raw","wb"); tx = fwrite(f, rx, "short"); fclose(f);

- 

-  % Demodulate using C modem and C de-framer/LDPC decoder

-

-  system("../build_linux/src/fsk_demod 2XS 8 9600 1200 fsk_demod.raw - | ../src/drs232_ldpc - dummy_out.bin");

-end

-

-

-% Plots uncoded BER curves for two different SSTV simulations.  Used

-% to compare results with different processing steps as we build up C

-% command line.  BER curves are powerful ways to confirm system is

-% operating as expected, several bugs were found using this system.

-

-if demo == 10

-  sim_in.frames = 10;

-  EbNodBvec = 7:10;

-

-  sim_in.demod_type = 3;

-  ber_test1 = [];

-  for i = 1:length(EbNodBvec)

-    [n_uncoded_errs n_uncoded_bits] = run_sstv_sim(sim_in, EbNodBvec(i));

-    ber_test1(i) = n_uncoded_errs/n_uncoded_bits;

-  end

-  

-  sim_in.demod_type = 4;

-  ber_c = [];

-  for i = 1:length(EbNodBvec)

-    [n_uncoded_errs n_uncoded_bits] = run_sstv_sim(sim_in, EbNodBvec(i));

-    ber_test2(i) = n_uncoded_errs/n_uncoded_bits;

-  end

-

-  figure(1);

-  clf;

-  semilogy(EbNodBvec,  ber_test1, '+-;first test;')

-  grid;

-  xlabel('Eb/No (dB)')

-  ylabel('BER')

-

-  hold on;

-  semilogy(EbNodBvec,  ber_test2, 'g+-;second test;')

-  legend("boxoff");

-  hold off;

-  

-end

-

-% Measure PER of complete coded and uncoded system

-

-if demo == 11

-  sim_in.frames = 10;

-  EbNodB = 9;

-  sim_in.demod_type = 7;

-  run_sstv_sim(sim_in, EbNodB);

-end

-

-

-% Compare parity bits from an off-air stream of demodulated bits

-% Use something like:

-%   cat ~/Desktop/923096fs_wenet.iq | ../build_linux/src/fsk_demod 2X 8 9600 1200 - fsk_demod.bin CU8

-% (note not soft dec mode)

-if demo == 12

-  f = fopen("fsk_demod.bin","rb"); rx_bit_stream = fread(f, "uint8")'; fclose(f);

-

-  compare_parity_bits(rx_bit_stream);

-end

diff --git a/octave/tfsk_2400a.m b/octave/tfsk_2400a.m
deleted file mode 100644
index 87a1e25..0000000
--- a/octave/tfsk_2400a.m
+++ /dev/null
@@ -1,648 +0,0 @@
-% tfsk.m
-% Author: Brady O'Brien 8 January 2016
-
-
-
-%   Copyright 2016 David Rowe
-%  
-%  All rights reserved.
-%
-%  This program is free software; you can redistribute it and/or modify
-%  it under the terms of the GNU Lesser General Public License version 2.1, as
-%  published by the Free Software Foundation.  This program is
-%  distributed in the hope that it will be useful, but WITHOUT ANY
-%  WARRANTY; without even the implied warranty of MERCHANTABILITY or
-%  FITNESS FOR A PARTICULAR PURPOSE.  See the GNU General Public
-%  License for more details.
-%
-%  You should have received a copy of the GNU Lesser General Public License
-%  along with this program; if not, see <http://www.gnu.org/licenses/>.
-
-
-% Octave script to check c port of fsk_horus against the fsk_horus.m
-%
-% [X] - Functions to wrap around fsk_mod and fsk_demod executables
-%     [X] - fsk_mod
-%     [X] - fsk_demod
-% [X] - Functions to wrap around octave and c implementations, pass
-%       same dataset, compare outputs, and give clear go/no-go
-%     [X] - fsk_mod_test
-%     [X] - fsk_demod_test
-% [X] - Port of run_sim and EbNodB curve test battery
-% [X] - Extract and compare more parameters from demod
-% [X] - Run some tests in parallel
-
-#{
-
-  FSK Modem automated test instructions:
-
-  1. Use cmake to build in debug mode to ensure unittest/tfsk is built:
-
-     $ cd ~/codec2
-     $ rm -Rf build_linux && mkdir build_linux
-     $ cd build_linux
-     $ cmake -DCMAKE_BUILD_TYPE=Debug ..
-     $ make
-
-  2 - Change tfsk_location below if required
-  3 - Ensure Octave packages signal and parallel are installed
-  4 - Start Octave and run tfsk_2400a.m. It will perform all tests automatically
-
-#}
-
-
-
-%tfsk executable path/file
-global tfsk_location = '../build_linux/unittest/tfsk';
-
-%Set to 1 for verbose printouts
-global print_verbose = 0;
-
-
-fsk_horus_as_a_lib = 1; % make sure calls to test functions at bottom are disabled
-%fsk_horus_2fsk;  
-fsk_horus
-pkg load signal;
-pkg load parallel;
-graphics_toolkit('gnuplot');
-
-
-global mod_pass_fail_maxdiff = 1e-3/5000;
-
-function mod = fsk_mod_c(Fs,Rs,f1,fsp,bits,M)
-    global tfsk_location;
-    %command to be run by system to launch the modulator
-    command = sprintf('%s MX %d %d %d %d %d fsk_mod_ut_bitvec fsk_mod_ut_modvec fsk_mod_ut_log.txt',tfsk_location,M,f1,fsp,Fs,Rs);
-    %save input bits into a file
-    bitvecfile = fopen('fsk_mod_ut_bitvec','wb+');
-    fwrite(bitvecfile,bits,'uint8');
-    fclose(bitvecfile);
-    
-    %run the modulator
-    system(command);
-    
-    modvecfile = fopen('fsk_mod_ut_modvec','rb');
-    mod = fread(modvecfile,'single');
-    fclose(modvecfile);
-    
-endfunction
-
-
-%Compare 2 vectors, fail if they are not close enough
-function pass = vcompare(vc,voct,vname,tname,tol,pnum)
-    global print_verbose;
-    %Get delta of vectors
-    dvec = abs(abs(vc)-abs(voct));     
-    
-    %Normalize difference
-    dvec = dvec ./ abs(max(abs(voct))+1e-8);
-    
-    maxdvec = abs(max(dvec));
-    pass = maxdvec<tol;
-    
-    if print_verbose == 1
-        printf('  Comparing vectors %s in test %s. Diff is %f\n',vname,tname,maxdvec);
-    end
-    
-    if pass == 0
-        printf('\n*** vcompare failed %s in test %s. Diff: %f Tol: %f\n\n',vname,tname,maxdvec,tol);
-        
-        titlestr = sprintf('Diff between C and Octave of %s for %s',vname,tname)
-        figure(10+pnum*2)
-        plot(abs(dvec))
-        title(titlestr)
-        
-        figure(11+pnum*2)
-        plot((1:length(vc)),abs(vc),(1:length(voct)),abs(voct))
-    
-    end
-    
-endfunction
-
-function test_stats = fsk_demod_xt(Fs,Rs,f1,fsp,mod,tname,M=2)
-    global tfsk_location;
-    global print_verbose;
-    %Name of executable containing the modulator
-    fsk_demod_ex_file = '../build/unittest/tfsk';
-    modvecfilename = sprintf('fsk_demod_ut_modvec_%d',getpid());
-    bitvecfilename = sprintf('fsk_demod_ut_bitvec_%d',getpid());
-    tvecfilename = sprintf('fsk_demod_ut_tracevec_%d.txt',getpid());
-    
-    %command to be run by system to launch the demod
-    command = sprintf('%s DX %d %d %d %d %d %s %s %s',tfsk_location,M,f1,fsp,Fs,Rs,modvecfilename,bitvecfilename,tvecfilename);
-    
-    %save modulated input into a file
-    modvecfile = fopen(modvecfilename,'wb+');
-    fwrite(modvecfile,mod,'single');
-    fclose(modvecfile);
-    
-    %run the modulator
-    system(command);
-    
-    bitvecfile = fopen(bitvecfilename,'rb');
-    bits = fread(bitvecfile,'uint8');
-    fclose(bitvecfile);
-    bits = bits!=0;
-    
-    %Load test vec dump
-    load(tvecfilename);
-    
-    %Clean up files
-    delete(bitvecfilename);
-    delete(modvecfilename);
-    delete(tvecfilename);
-    
-    o_f1_dc = [];
-    o_f2_dc = [];
-    o_f3_dc = [];
-    o_f4_dc = [];
-    o_f1_int = [];
-    o_f2_int = [];
-    o_f3_int = [];
-    o_f4_int = [];
-    o_f1 = [];
-    o_f2 = [];
-    o_f3 = [];
-    o_f4 = [];
-    o_EbNodB = [];
-    o_ppm = [];
-    o_Sf = [];
-    o_fest = [];
-    o_rx_timing = [];
-    o_norm_rx_timing = [];
-    o_nin = [];
-    %Run octave demod, dump some test vectors
-    states = fsk_horus_init_hbr(Fs,10,Rs,M);
-    Ts = states.Ts;
-    P = states.P;
-    states.ftx(1) = f1;
-    states.ftx(2) = f1+fsp;
-    states.ftx(3) = f1+fsp*2;
-    states.ftx(4) = f1+fsp*3;
-    states.dA = 1;
-    states.dF = 0;
-    modin = mod;
-    obits = [];
-    while length(modin)>=states.nin
-        ninold = states.nin;
-        states = est_freq(states, modin(1:states.nin), states.M);
-        [bitbuf,states] = fsk_horus_demod(states, modin(1:states.nin));
-        modin=modin(ninold+1:length(modin));
-        obits = [obits bitbuf];
-        
-        %Save other parameters
-        o_f1_dc = [o_f1_dc states.f_dc(1,1:states.Nmem-Ts/P)];
-        o_f2_dc = [o_f2_dc states.f_dc(2,1:states.Nmem-Ts/P)];
-        o_f1_int = [o_f1_int states.f_int(1,:)];
-        o_f2_int = [o_f2_int states.f_int(2,:)];
-        o_EbNodB = [o_EbNodB states.EbNodB];
-        o_ppm = [o_ppm states.ppm];
-        o_rx_timing = [o_rx_timing states.rx_timing];
-        o_norm_rx_timing = [o_norm_rx_timing states.norm_rx_timing];
-        o_Sf = [o_Sf states.Sf'];
-        o_f1 = [o_f1 states.f(1)];
-        o_f2 = [o_f1 states.f(2)];
-        o_fest = [o_fest states.f];
-        o_nin = [o_nin states.nin];
-        if M==4
-			o_f3_dc = [o_f3_dc states.f_dc(3,1:states.Nmem-Ts/P)];
-			o_f4_dc = [o_f4_dc states.f_dc(4,1:states.Nmem-Ts/P)];
-			o_f3_int = [o_f3_int states.f_int(3,:)];
-			o_f4_int = [o_f4_int states.f_int(4,:)];
-			o_f3 = [o_f1 states.f(3)];
-			o_f4 = [o_f1 states.f(4)];
-        end
-    end
-    
-    %close all
-    
-    pass = 1;
-    
-    pass = vcompare(o_Sf,  t_fft_est(1:length(o_Sf)),'fft est',tname,1,1) && pass;
-    pass = vcompare(o_fest,  t_f_est,'f est',tname,1,2) && pass;
-    pass = vcompare(o_rx_timing,  t_rx_timing,'rx timing',tname,1,3) && pass;
-    
-    if M==4
-        pass = vcompare(o_f3_dc,      t_f3_dc,    'f3 dc',    tname,1,4) && pass;
-        pass = vcompare(o_f4_dc,      t_f4_dc,    'f4 dc',    tname,1,5) && pass;
-        pass = vcompare(o_f3_int,     t_f3_int,   'f3 int',   tname,1,6) && pass;
-        pass = vcompare(o_f4_int,     t_f4_int,   'f4 int',   tname,1,7) && pass;
-    end
-    
-    pass = vcompare(o_f1_dc,      t_f1_dc,    'f1 dc',    tname,1,8) && pass;
-    pass = vcompare(o_f2_dc,      t_f2_dc,    'f2 dc',    tname,1,9) && pass;
-    pass = vcompare(o_f2_int,     t_f2_int,   'f2 int',   tname,1,10) && pass;
-    pass = vcompare(o_f1_int,     t_f1_int,   'f1 int',   tname,1,11) && pass;
-
-    pass = vcompare(o_ppm   ,     t_ppm,      'ppm',      tname,1,12) && pass;
-    pass = vcompare(o_EbNodB,     t_EbNodB,'EbNodB',      tname,1,13) && pass;
-    pass = vcompare(o_nin,        t_nin,      'nin',      tname,1,14) && pass;
-    pass = vcompare(o_norm_rx_timing,  t_norm_rx_timing,'norm rx timing',tname,1,15) && pass;
-    
-    
-    diffpass = sum(xor(obits,bits'))<5;
-    diffbits = sum(xor(obits,bits'));
-    
-    if print_verbose == 1
-        printf('%d bit diff in test %s\n',diffbits,tname);
-    end
-    if diffpass==0
-        printf('\n***bitcompare test failed test %s diff %d\n\n',tname,sum(xor(obits,bits')))
-        figure(15)
-        plot(xor(obits,bits'))
-        title(sprintf('Bitcompare failure test %s',tname))
-    end
-    
-    pass = pass && diffpass;
-    
-    assert(pass);
-    
-    test_stats.pass = pass;
-    test_stats.diff = sum(xor(obits,bits'));
-    test_stats.cbits = bits';
-    test_stats.obits = obits;
-    
-endfunction
-
-function [dmod,cmod,omod,pass] = fsk_mod_test(Fs,Rs,f1,fsp,bits,tname,M=2)
-    global mod_pass_fail_maxdiff;
-    %Run the C modulator
-    cmod = fsk_mod_c(Fs,Rs,f1,fsp,bits,M);
-    %Set up and run the octave modulator
-    states.M = M;
-    states = fsk_horus_init_hbr(Fs,10,Rs,M);
-    
-    states.ftx(1) = f1;
-    states.ftx(2) = f1+fsp;
-    
-    if states.M == 4
-		states.ftx(3) = f1+fsp*2;
-		states.ftx(4) = f1+fsp*3;
-    end
-    
-    states.dA = [1 1 1 1]; 
-    states.dF = 0;
-    omod = fsk_horus_mod(states,bits);
-    
-    dmod = cmod-omod;
-    pass = max(dmod)<(mod_pass_fail_maxdiff*length(dmod));
-    if !pass
-        printf('Mod failed test %s!\n',tname);
-    end
-endfunction
-
-% Random bit modulator test
-% Pass random bits through the modulators and compare
-function pass = test_mod_2400a_randbits
-    rand('state',1); 
-    randn('state',1);
-    bits = rand(1,96000)>.5;
-    [dmod,cmod,omod,pass] = fsk_mod_test(48000,1200,1200,1200,bits,"mod 2400a randbits",4);
-    
-    if(!pass)
-        figure(1)
-        plot(dmod)
-        title("Difference between octave and C mod impl");
-    end
-    
-endfunction
-
-
-% A big ol' channel impairment tester
-% Shamlessly taken from fsk_horus
-% This throws some channel imparment or another at the C and octave modem so they 
-% may be compared.
-function stats = tfsk_run_sim(test_frame_mode,EbNodB,timing_offset,fading,df,dA,M=2)
-  global print_verbose;
-  frames = 190;
-  %EbNodB = 10;
-  %timing_offset = 2.0; % see resample() for clock offset below
-  %fading = 0;          % modulates tx power at 2Hz with 20dB fade depth, 
-                       % to simulate balloon rotating at end of mission
-  %df     = 0;          % tx tone freq drift in Hz/s
-  %dA     = 1;          % amplitude imbalance of tones (note this affects Eb so not a gd idea)
-
-  more off
-  rand('state',10); 
-  randn('state',10);
-
-  % ----------------------------------------------------------------------
-
-  % sm2000 config ------------------------
-  %states = fsk_horus_init(96000, 1200);
-  %states.f1_tx = 4000;
-  %states.f2_tx = 5200;
-  
-  if test_frame_mode == 2
-    % 2400A config
-    states = fsk_horus_init_hbr(48000,10, 1200, M);
-    states.f1_tx = 1200;
-    states.f2_tx = 2400;
-    states.f3_tx = 3600;
-    states.f4_tx = 4800;
-    states.ftx(1) = 1200;
-    states.ftx(2) = 2400;
-    states.ftx(3) = 3600;
-    states.ftx(4) = 4800;
-    
-  end
-
-  if test_frame_mode == 4
-    % horus rtty config ---------------------
-    states = fsk_horus_init_hbr(48000,10, 1200, M);
-    states.f1_tx = 1200;
-    states.f2_tx = 2400;
-    states.f3_tx = 3600;
-    states.f4_tx = 4800;
-    states.ftx(1) = 1200;
-    states.ftx(2) = 2400;
-    states.ftx(3) = 3600;
-    states.ftx(4) = 4800;
-    
-    states.tx_bits_file = "horus_tx_bits_rtty.txt"; % Octave file of bits we FSK modulate
-    
-  end
-                               
-  if test_frame_mode == 5
-    % horus binary config ---------------------
-    states = fsk_horus_init_hbr(48000,10, 1200, M);
-    states.f1_tx = 1200;
-    states.f2_tx = 2400;
-    states.f3_tx = 3600;
-    states.f4_tx = 4800;
-    states.ftx(1) = 1200;
-    states.ftx(2) = 2400;
-    states.ftx(3) = 3600;
-    states.ftx(4) = 4800;
-    %%%states.tx_bits_file = "horus_tx_bits_binary.txt"; % Octave file of bits we FSK modulate
-	states.tx_bits_file = "horus_payload_rtty.txt";
-  end
-
-  % ----------------------------------------------------------------------
-
-  states.verbose = 0;%x1;
-  N = states.N;
-  P = states.P;
-  Rs = states.Rs;
-  nsym = states.nsym;
-  Fs = states.Fs;
-  states.df = df;
-  states.dA = [dA dA dA dA];
-  states.M = M;
-
-  EbNo = 10^(EbNodB/10);
-  variance = states.Fs/(states.Rs*EbNo*states.bitspersymbol);
-
-  % set up tx signal with payload bits based on test mode
-
-  if test_frame_mode == 1
-     % test frame of bits, which we repeat for convenience when BER testing
-    test_frame = round(rand(1, states.nsym));
-    tx_bits = [];
-    for i=1:frames+1
-      tx_bits = [tx_bits test_frame];
-    end
-  end
-  if test_frame_mode == 2
-    % random bits, just to make sure sync algs work on random data
-    tx_bits = round(rand(1, states.nbit*(frames+1)));
-  end
-  if test_frame_mode == 3
-    % ...10101... sequence
-    tx_bits = zeros(1, states.nsym*(frames+1));
-    tx_bits(1:2:length(tx_bits)) = 1;
-  end
- 
-  if (test_frame_mode == 4) || (test_frame_mode == 5)
-
-    % load up a horus msg from disk and modulate that
-
-    test_frame = load(states.tx_bits_file);
-    ltf = length(test_frame);
-    ntest_frames = ceil((frames+1)*nsym/ltf);
-    tx_bits = [];
-    for i=1:ntest_frames
-      tx_bits = [tx_bits test_frame];
-    end
-  end
-  
-  
-  
-  f1 = states.f1_tx;
-  fsp = states.f2_tx-f1;
-  states.dA = [dA dA dA dA];
-  states.ftx(1) = f1;
-  states.ftx(2) = f1+fsp;
-    
-  if states.M == 4
-	states.ftx(3) = f1+fsp*2;
-	states.ftx(4) = f1+fsp*3;
-  end
-
-  tx = fsk_horus_mod(states, tx_bits);
-
-  if timing_offset
-    tx = resample(tx, 1000, 1001); % simulated 1000ppm sample clock offset
-  end
-  
-  if fading
-     ltx = length(tx);
-     tx = tx .* (1.1 + cos(2*pi*2*(0:ltx-1)/Fs))'; % min amplitude 0.1, -20dB fade, max 3dB
-  end
-
-  noise = sqrt(variance)*randn(length(tx),1);
-  rx    = tx + noise;
-  
-  test_name = sprintf("tfsk EbNodB:%d frames:%d timing_offset:%d fading:%d df:%d",EbNodB,frames,timing_offset,fading,df);
-  tstats = fsk_demod_xt(Fs,Rs,states.f1_tx,fsp,rx,test_name,M);
-  
-  pass = tstats.pass;
-  obits = tstats.obits;
-  cbits = tstats.cbits;
-  stats.name = test_name;
-  
-  if tstats.pass 
-    printf("Test %s passed\n",test_name);
-  else
-    printf("Test %s failed\n",test_name);
-  end
-  
-  % Figure out BER of octave and C modems
-  bitcnt = length(tx_bits);
-  rx_bits = obits;
-  ber = 1;
-  ox = 1;
-  for offset = (1:100)
-    nerr = sum(xor(rx_bits(offset:length(rx_bits)),tx_bits(1:length(rx_bits)+1-offset)));
-    bern = nerr/(bitcnt-offset);
-    if(bern < ber)
-      ox = offset;
-      best_nerr = nerr;
-    end
-    ber = min([ber bern]);
-  end
-  offset = ox;
-  bero = ber;
-  ber = 1;
-  rx_bits = cbits;
-  ox = 1;
-  for offset = (1:100)
-    nerr = sum(xor(rx_bits(offset:length(rx_bits)),tx_bits(1:length(rx_bits)+1-offset)));
-    bern = nerr/(bitcnt-offset);
-    if(bern < ber)
-      ox = offset;
-      best_nerr = nerr;
-    end
-    ber = min([ber bern]);
-  end
-  offset = ox;
-  berc = ber;
-  stats.berc = berc;
-  stats.bero = bero;
-  % coherent BER theory calculation
-  
-  if print_verbose == 1
-    printf("C BER: %f Oct BER: %f Test %s\n",berc,bero,test_name);
-  end
-  
-  stats.thrcoh = .5*(M-1)*erfc(sqrt( (log2(M)/2) * EbNo ));
-  
-  % non-coherent BER theory calculation
-  % It was complicated, so I broke it up
-
-  ms = M;
-  ns = (1:ms-1);
-  as = (-1).^(ns+1);
-  bs = (as./(ns+1));
-  
-  cs = ((ms-1)./ns);
-
-  ds = ns.*log2(ms);
-  es = ns+1;
-  fs = exp( -(ds./es)*EbNo );
-  
-  thrncoh = ((ms/2)/(ms-1)) * sum(bs.*((ms-1)./ns).*exp( -(ds./es)*EbNo ));
-  
-  stats.thrncoh = thrncoh;
-  stats.pass = pass;
-endfunction
-
-
-function pass = ebno_battery_test(timing_offset,fading,df,dA,M)
-    %Range of EbNodB over which to test
-    ebnodbrange = fliplr(5:2:13);
-    ebnodbs = length(ebnodbrange);
-    
-    mode = 2;
-    %Replication of other parameters for parcellfun
-    modev   = repmat(mode,1,ebnodbs);
-    timingv = repmat(timing_offset,1,ebnodbs);
-    fadingv = repmat(fading,1,ebnodbs);
-    dfv     = repmat(df,1,ebnodbs);
-    dav     = repmat(dA,1,ebnodbs);
-    mv      = repmat(M,1,ebnodbs);
-    statv = pararrayfun(floor(1.25*nproc()),@tfsk_run_sim,modev,ebnodbrange,timingv,fadingv,dfv,dav,mv);
-    %statv = arrayfun(@tfsk_run_sim,modev,ebnodbrange,timingv,fadingv,dfv,dav,mv);
-
-    passv = zeros(1,length(statv));
-    for ii=(1:length(statv))
-        passv(ii)=statv(ii).pass;
-        if statv(ii).pass
-            printf("Test %s passed\n",statv(ii).name);
-        else
-            printf("Test %s failed\n",statv(ii).name);
-        end
-            
-    end
-    
-    %All pass flags are '1'
-    pass = sum(passv)>=length(passv);
-    %and no tests died
-    pass = pass && length(passv)==ebnodbs;
-    passv;
-    assert(pass)
-endfunction
-
-%Test with and without sample clock offset
-function pass = test_timing_var(df,dA,M)
-    pass = ebno_battery_test(1,0,df,dA,M)
-    assert(pass)
-    pass = pass && ebno_battery_test(0,0,df,dA,M)
-    assert(pass)
-endfunction
-
-%Test with and without 1 Hz/S freq drift
-function pass = test_drift_var(M)
-    pass = test_timing_var(1,1,M)
-    assert(pass)
-    pass = pass && test_timing_var(0,1,M)
-    assert(pass)
-endfunction
-
-function pass = test_fsk_battery()
-    pass = 1;
-    pass = pass && test_mod_2400a_randbits;
-    assert(pass)
-    pass = pass && test_drift_var(4);
-    assert(pass)
-    if pass
-        printf("***** All tests passed! *****\n");
-    end
-endfunction
-
-function plot_fsk_bers(M=2)
-    %Range of EbNodB over which to plot
-    ebnodbrange = (4:13);
-    
-    berc = ones(1,length(ebnodbrange));
-    bero = ones(1,length(ebnodbrange));
-    berinc = ones(1,length(ebnodbrange));
-    beric = ones(1,length(ebnodbrange));
-    ebnodbs = length(ebnodbrange)
-    mode = 2;
-    %Replication of other parameters for parcellfun
-    modev   = repmat(mode,1,ebnodbs);
-    timingv = repmat(1,1,ebnodbs);
-    fadingv = repmat(0,1,ebnodbs);
-    dfv     = repmat(1,1,ebnodbs);
-    dav     = repmat(1,1,ebnodbs);
-    Mv     = repmat(M,1,ebnodbs);
-    
-    
-    statv = pararrayfun(floor(nproc()),@tfsk_run_sim,modev,ebnodbrange,timingv,fadingv,dfv,dav,Mv);
-    %statv = arrayfun(@tfsk_run_sim,modev,ebnodbrange,timingv,fadingv,dfv,dav,Mv);
-    
-    for ii = (1:length(statv))
-        stat = statv(ii);
-        berc(ii)=stat.berc;
-        bero(ii)=stat.bero;
-        berinc(ii)=stat.thrncoh;
-        beric(ii) = stat.thrcoh;
-    end
-    clf;
-    figure(M)
-    
-    semilogy(ebnodbrange, berinc,sprintf('r;%dFSK non-coherent theory;',M))
-    hold on;
-    semilogy(ebnodbrange, beric ,sprintf('g;%dFSK coherent theory;',M))
-    semilogy(ebnodbrange, bero ,sprintf('b;Octave fsk horus %dFSK Demod;',M))
-    semilogy(ebnodbrange, berc,sprintf('+;C fsk horus %dFSK Demod;',M))
-    hold off;
-    grid("minor");
-    axis([min(ebnodbrange) max(ebnodbrange) 1E-5 1])
-    legend("boxoff");
-    xlabel("Eb/No (dB)");
-    ylabel("Bit Error Rate (BER)")
- 
-endfunction
-
-
-xpass = test_fsk_battery
-%plot_fsk_bers(2)
-plot_fsk_bers(4)
-
-if xpass
-    printf("***** All tests passed! *****\n");
-else
-    printf("***** Some test failed! Look back through output to find failed test *****\n");
-end
diff --git a/octave/vq b/octave/vq
deleted file mode 100644
index d5ab591..0000000
--- a/octave/vq
+++ /dev/null
@@ -1,10247 +0,0 @@
-# Created by Octave 3.8.1, Sat Apr 23 08:58:51 2016 AEST <david@penetrator>
-# name: vq
-# type: matrix
-# ndims: 3
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diff --git a/octave/vq_binary_switch.m b/octave/vq_binary_switch.m
deleted file mode 100644
index 19b0172..0000000
--- a/octave/vq_binary_switch.m
+++ /dev/null
@@ -1,210 +0,0 @@
-% vq_binary_switch.m
-% David Rowe Sep 2021
-%
-% Experiments in making VQs robust to bit errors, this is an Octave
-% implementation of [1].
-%
-% [1] Pseudo Gray Coding, Zeger & Gersho 1990
-
-1;
-
-% returns indexes of hamming distance 1 neighbours
-function index_neighbours = distance_one_neighbours(N,k)
-  log2N = log2(N);
-  index_neighbours = [];
-  for b=0:log2N-1
-    index_neighbour = bitxor(k-1,2.^b) + 1;
-    index_neighbours = [index_neighbours index_neighbour];
-  end
-end
-
-% equation (33) of [1], for hamming distance 1
-function c = cost_of_distance_one(vq, prob, k, verbose=0)
-  [N K] = size(vq);
-  log2N = log2(N);
-  c = 0;
-  for b=0:log2N-1
-    index_neighbour = bitxor(k-1,2.^b) + 1;
-    diff = vq(k,:) - vq(index_neighbour, :);
-    dist = sum(diff*diff');
-    c += prob(k)*dist;
-    if verbose
-      printf("k: %d b: %d index_neighbour: %d dist: %f prob: %f c: %f \n", k, b, index_neighbour, dist, prob(k), c);
-    end
-  end
-endfunction
-
-% equation (39) of [1]
-function d = distortion_of_current_mapping(vq, prob, verbose=0)
-  [N K] = size(vq);
-  
-  d = 0;
-  for k=1:N
-    c = cost_of_distance_one(vq, prob, k);
-    d += c;
-    if verbose
-      printf("k: %2d c: %f d: %f\n", k, c, d);
-    end
-  end
-endfunction
-
-function [vq distortion] = binary_switching(vq, prob, max_iteration, fast_en=1)
-  [N K] = size(vq);
-  iteration = 0;
-  i = 1;
-  finished = 0;
-  switches = 0;
-  distortion0 = distortion_of_current_mapping(vq, prob)
-  
-  while !finished
-
-    % generate a list A(i) of which vectors have the largest cost of bit errors
-    c = zeros(1,N);
-    for k=1:N
-      c(k) = cost_of_distance_one(vq, prob, k);
-    end
-    [tmp A] = sort(c,"descend");
-    
-    % Try switching each vector with A(i)
-    best_delta = 0;
-    for j=2:N
-      % we can't switch with ourself
-      if j != A(i)
-        if fast_en
-          delta = -cost_of_distance_one(vq, prob, A(i)) - cost_of_distance_one(vq, prob, j);
-	  n1 = [distance_one_neighbours(N,A(i)) distance_one_neighbours(N,j)];
-	  n1(n1 == A(i)) = [];
-	  n1(n1 == j) = [];
-	  for l=1:length(n1)
-	    delta -= cost_of_distance_one(vq, prob, n1(l));
-	  end
-        else
-	  distortion1 = distortion_of_current_mapping(vq, prob);
-	end
-	
-        % switch vq entries A(i) and j
-	tmp = vq(A(i),:);
-	vq(A(i),:) = vq(j,:);
-	vq(j,:) = tmp;
-		
-        if fast_en
-	  delta += cost_of_distance_one(vq, prob, A(i)) + cost_of_distance_one(vq, prob, j);
-	  for l=1:length(n1)
-	    delta += cost_of_distance_one(vq, prob, n1(l));
-	  end
-	else
-	  distortion2 = distortion_of_current_mapping(vq, prob);
-          delta = distortion2 - distortion1;
-	end
-	
-	if delta < 0
-	  if abs(delta) > best_delta
-	    best_delta = abs(delta);
-	    best_j = j;
-	  end
-	end
-	
-	% unswitch
-	tmp = vq(A(i),:);
-	vq(A(i),:) = vq(j,:);
-	vq(j,:) = tmp;
-      end
-    end % next j
-
-    % printf("best_delta: %f best_j: %d\n", best_delta, best_j);
-    if best_delta == 0
-      % Hmm, no improvement, lets try the next vector in the sorted cost list
-      if i == N
-        finished = 1;
-      else
-        i++;
-      end
-    else
-      % OK keep the switch that minimised the distortion
- 
-      tmp = vq(A(i),:);
-      vq(A(i),:) = vq(best_j,:);
-      vq(best_j,:) = tmp;
-      switches++;
-
-      % set up for next iteration
-      iteration++;
-      distortion = distortion_of_current_mapping(vq, prob);
-      printf("it: %3d dist: %f %3.2f i: %3d sw: %3d\n", iteration, distortion,
-             distortion/distortion0, i, switches);
-      if iteration >= max_iteration, finished = 1, end
-      i = 1;
-     end
-
-  end
-
-endfunction
-
-% return indexes of hamming distance one vectors
-function ind = neighbour_indexes(vq, k)
-  [N K] = size(vq);
-  log2N = log2(N);
-  ind = [];
-  for b=0:log2N-1
-    index_neighbour = bitxor(k-1,2.^b) + 1;
-    ind = [ind index_neighbour];
-  end
-endfunction
-
-function test_binary_switch
-  vq1 = [1 1; -1 1; -1 -1; 1 -1];
-  %f=fopen("vq1.f32","wb"); fwrite(f, vq1, 'float32'); fclose(f);
-  [vq2 distortion] = binary_switching(vq1, ones(1,4), 10);
-  % algorithm should put hamming distance 1 neighbours in adjacent quadrants
-  distance_to_closest_neighbours = 2;
-  % there are two hamming distance 1 neighbours
-  target_distortion = 2^2*distance_to_closest_neighbours*length(vq1);
-  assert(target_distortion == distortion);
-  printf("test_binary_switch OK!\n");
-endfunction
-
-function test_fast
-  N=16;     % Number of VQ codebook vectors
-  K=2;      % Vector length
-  Ntrain=10000;
-
-  training_data = randn(Ntrain,K);
-  [idx vq1] = kmeans(training_data, N);
-  f=fopen("vq1.f32","wb");
-  for r=1:rows(vq1)
-    fwrite(f,vq1(r,:),"float32");
-  end
-  fclose(f);
-  [vq2 distortion] = binary_switching(vq1, [1 ones(1,N-1)], 1000, fast_en = 0);
-  [vq3 distortion] = binary_switching(vq1, [1 ones(1,N-1)], 1000, fast_en = 1);
-  assert(vq2 == vq3);  
-  printf("test_fast OK!\n");
-endfunction
-
-function demo
-  N=16;     % Number of VQ codebook vectors
-  K=2;      % Vector length
-  Ntrain=10000;
-  training_data = randn(Ntrain,K);
-  [idx vq1] = kmeans(training_data, N);
-  [vq2 distortion] = binary_switching(vq1, [1 ones(1,N-1)], 1000, 1);
-
-  figure(1); clf; plot(training_data(:,1), training_data(:,2),'+');
-  hold on;
-  plot(vq1(:,1), vq1(:,2),'og','linewidth', 2);
-  plot(vq2(:,1), vq2(:,2),'or','linewidth', 2);
-
-  % plot hamming distance 1 neighbours
-  k = 1;
-  ind = neighbour_indexes(vq2, k);
-  for i=1:length(ind)
-    plot([vq2(k,1) vq2(ind(i),1)],[vq2(k,2) vq2(ind(i),2)],'r-','linewidth', 2);
-  end
-  hold off;
-endfunction
-
-pkg load statistics
-%test_binary_switch;
-test_fast;
-%demo
-
diff --git a/octave/vq_nm_xx_11_40_hpf150 b/octave/vq_nm_xx_11_40_hpf150
deleted file mode 100644
index bc11f3c..0000000
--- a/octave/vq_nm_xx_11_40_hpf150
+++ /dev/null
@@ -1,1615 +0,0 @@
-# Created by Octave 4.0.0, Wed Jul 26 19:10:53 2017 ACST <david@penetrator>
-# name: vq
-# type: matrix
-# rows: 1608
-# columns: 30
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