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-rw-r--r--octave/ofdm_ldpc_rx.m279
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+% ofdm_ldpc_rx.m
+% David Rowe April 2017
+%
+% OFDM file based rx, with LDPC and interleaver, Octave version of src/ofdm_demod.c
+
+#{
+ 1. Streaming mode operation:
+
+ ofdm_ldpc_rx("test_700d.raw","700D")
+
+ 2. Burst mode, tell state machine there is one packet in each burst:
+
+ ofdm_ldpc_rx("test_datac0.raw","datac0","packetsperburst",1)
+
+#}
+
+function ofdm_ldpc_rx(filename, mode="700D", varargin)
+ ofdm_lib;
+ ldpc;
+ gp_interleaver;
+ more off;
+ pkg load signal;
+
+ % init modem
+
+ config = ofdm_init_mode(mode);
+ states = ofdm_init(config);
+ ofdm_load_const;
+ states.verbose = 1;
+ pass_packet_count = 0;
+
+ i=1;
+ while i <= length(varargin)
+ if strcmp(varargin{i},"packetsperburst")
+ states.data_mode = "burst"; % use pre/post amble based sync
+ states.packetsperburst = varargin{i+1}; i++;
+ states.postambledetectoren = 1;
+ elseif strcmp(varargin{i},"passpacketcount")
+ pass_packet_count = varargin{i+1}; i++;
+ else
+ printf("\nERROR unknown argument: [%d] %s \n", i ,varargin{i});
+ return;
+ end
+ i++;
+ end
+
+ % some constants used for assembling modem frames
+
+ [code_param Nbitspercodecframe Ncodecframespermodemframe] = codec_to_frame_packing(states, mode);
+
+ % load real samples from file
+
+ Ascale= states.amp_scale/2.0; % /2 as real signal has half amplitude
+ frx=fopen(filename,"rb"); rx = fread(frx, Inf, "short")/Ascale; fclose(frx);
+ Nsam = length(rx);
+ prx = 1;
+
+ % Generate tx frame for BER calcs
+
+ payload_bits = round(ofdm_rand(code_param.data_bits_per_frame)/32767);
+ tx_bits = fec_encode(states, code_param, mode, payload_bits, Ncodecframespermodemframe, Nbitspercodecframe);
+
+ % Some handy constants
+
+ Nsymsperframe = Nbitsperframe/bps;
+ Nsymsperpacket = Nbitsperpacket/bps;
+ Ncodedbitsperpacket = code_param.coded_bits_per_frame;
+ Ncodedsymsperpacket = code_param.coded_syms_per_frame;
+
+ % init logs and BER stats
+
+ rx_bits = []; rx_np_log = []; timing_est_log = []; delta_t_log = []; foff_est_hz_log = [];
+ channel_est_pilot_log = []; snr_log = []; mean_amp_log = [];
+ Terrs = Tbits = Terrs_coded = Tbits_coded = Perrs_coded = 0;
+ Nerrs_coded_log = Nerrs_log = [];
+ error_positions = [];
+ Nerrs_coded = Nerrs_raw = 0;
+ paritychecks = [0];
+ EsNo = 1;
+ rx_uw = zeros(1,states.Nuwbits);
+
+ rx_syms = zeros(1,Nsymsperpacket); rx_amps = zeros(1,Nsymsperpacket);
+ packet_count = frame_count = 0;
+
+ % main loop ----------------------------------------------------------------
+
+ rx = ofdm_rx_filter(states, mode, rx);
+
+ f = 1;
+ while(prx < Nsam)
+
+ % insert samples at end of buffer, set to zero if no samples
+ % available to disable phase estimation on future pilots on last
+ % frame of simulation
+
+ lnew = min(Nsam-prx,states.nin);
+ rxbuf_in = zeros(1,states.nin);
+
+ if lnew
+ rxbuf_in(1:lnew) = rx(prx:prx+lnew-1);
+ end
+ prx += states.nin;
+
+ if states.verbose
+ printf("f: %3d nin: %4d st: %-6s ", f, states.nin, states.sync_state);
+ end
+
+ if strcmp(states.sync_state,'search')
+ [timing_valid states] = ofdm_sync_search(states, rxbuf_in);
+ else
+ % accumulate a buffer of data symbols for this packet
+ rx_syms(1:end-Nsymsperframe) = rx_syms(Nsymsperframe+1:end);
+ rx_amps(1:end-Nsymsperframe) = rx_amps(Nsymsperframe+1:end);
+ [states rx_bits achannel_est_pilot_log arx_np arx_amp] = ofdm_demod(states, rxbuf_in);
+ rx_syms(end-Nsymsperframe+1:end) = arx_np;
+ rx_amps(end-Nsymsperframe+1:end) = arx_amp;
+
+ rx_uw = extract_uw(states, rx_syms(end-Nuwframes*Nsymsperframe+1:end), rx_amps(end-Nuwframes*Nsymsperframe+1:end));
+
+ % We need the full packet of symbols before disassembling and checking for bit errors
+ if (states.modem_frame == (states.Np-1))
+ packet_count++;
+
+ % unpack, de-interleave PSK symbols and symbol amplitudes
+ [rx_uw_unused payload_syms payload_amps txt_bits] = disassemble_modem_packet(states, rx_syms, rx_amps);
+ payload_syms_de = gp_deinterleave(payload_syms);
+ payload_amps_de = gp_deinterleave(payload_amps);
+
+ % Count uncoded (raw) errors
+ rx_bits = zeros(1,Ncodedbitsperpacket);
+ for s=1:Ncodedsymsperpacket
+ if bps == 2 rx_bits(2*s-1:2*s) = qpsk_demod(payload_syms_de(s)); end
+ if bps == 4 rx_bits(bps*(s-1)+1:bps*s) = qam16_demod(states.qam16,payload_syms_de(s), payload_amps_de(s)); end
+ end
+ errors = xor(tx_bits, rx_bits);
+ Nerrs = sum(errors);
+ Nerrs_log = [Nerrs_log Nerrs]; Nerrs_raw = Nerrs;
+ Terrs += Nerrs;
+ Tbits += Nbitsperpacket;
+
+ % LDPC decode
+
+ % keep earlier mean amplitude estimator for compatibility with 700D
+ if states.amp_est_mode == 0
+ mean_amp = states.mean_amp;
+ else
+ mean_amp = mean(payload_amps_de)+1E-12;
+ end
+ mean_amp_log = [mean_amp_log mean_amp];
+
+ % used fixed EsNo est, as EsNo estimator for QAM not working very well at this stage
+ EsNo = 10^(states.EsNodB/10);
+
+ % TODO 2020 support for padding with known data bits
+
+ [rx_bits paritychecks] = fec_decode(states, code_param, payload_syms_de,...
+ payload_amps_de, mean_amp, EsNo);
+ errors = xor(payload_bits, rx_bits);
+ Nerrs_coded = sum(errors);
+
+ if Nerrs_coded Perrs_coded++; end
+ Terrs_coded += Nerrs_coded;
+ Tbits_coded += code_param.data_bits_per_frame;
+ Nerrs_coded_log = [Nerrs_coded_log Nerrs_coded];
+
+ % per-packet SNR estimate
+ EsNo_estdB = esno_est_calc(rx_syms);
+ SNR_estdB = snr_from_esno(states, EsNo_estdB);
+ snr_log = [snr_log SNR_estdB];
+ end
+
+ % we are in sync so log modem states
+
+ rx_np_log = [rx_np_log arx_np];
+ timing_est_log = [timing_est_log states.timing_est];
+ delta_t_log = [delta_t_log states.delta_t];
+ foff_est_hz_log = [foff_est_hz_log states.foff_est_hz];
+ channel_est_pilot_log = [channel_est_pilot_log; achannel_est_pilot_log];
+ frame_count++;
+ end
+
+ states = sync_state_machine(states, rx_uw);
+
+ if states.verbose
+ if strcmp(states.last_sync_state,'search') == 0
+ pcc = max(paritychecks);
+ iter = 0;
+ for i=1:length(paritychecks)
+ if paritychecks(i) iter=i; end
+ end
+ % complete logging line
+ if (states.modem_frame == 0) && (strcmp(states.last_sync_state, "trial") == 0)
+ printf("euw: %3d %d mf: %2d pbw: %s foff: %4.1f eraw: %3d ecod: %3d iter: %3d pcc: %3d snr: %5.2f",
+ states.uw_errors, states.sync_counter, states.modem_frame, states.phase_est_bandwidth(1), states.foff_est_hz,
+ Nerrs_raw, Nerrs_coded, iter, pcc, SNR_estdB);
+ else
+ printf("euw: %3d %d mf: %2d pbw: %s foff: %4.1f",
+ states.uw_errors, states.sync_counter, states.modem_frame, states.phase_est_bandwidth(1), states.foff_est_hz);
+ end
+ end
+ printf("\n");
+ end
+
+ % reset stats if in streaming mode, don't reset if in burst mode
+ if strcmp(states.data_mode, "streaming") && states.sync_start
+ Nerrs_raw = Nerrs_coded = 0;
+ Nerrs_log = [];
+ Terrs = Tbits = 0;
+ Tpacketerrs = Tpackets = 0;
+ Terrs_coded = Tbits_coded = 0;
+ error_positions = Nerrs_coded_log = [];
+ end
+ f++;
+ end
+ Nframes = f;
+
+ printf("Raw BER..: %5.4f Tbits: %5d Terrs: %5d SNR3k: %5.2f\n", Terrs/(Tbits+1E-12), Tbits, Terrs, mean(snr_log));
+ printf("Coded BER: %5.4f Tbits: %5d Terrs: %5d\n", Terrs_coded/(Tbits_coded+1E-12), Tbits_coded, Terrs_coded);
+ printf("Coded PER: %5.4f Pckts: %5d Perrs: %5d Npre: %d Npost: %d\n",
+ Perrs_coded/(packet_count+1E-12), packet_count, Perrs_coded, states.npre, states.npost);
+
+ if length(rx_np_log)
+ figure(1); clf;
+ plot(exp(j*pi/4)*rx_np_log(floor(end/4):floor(end-end/8)),'+');
+ mx = 2*mean(abs(channel_est_pilot_log(:)));
+ axis([-mx mx -mx mx]);
+ title('Scatter');
+
+ figure(2); clf;
+ plot(angle(channel_est_pilot_log),'g+', 'markersize', 5);
+ title('Phase est');
+ axis([1 length(channel_est_pilot_log) -pi pi]);
+
+ figure(3); clf;
+ amp_est = abs(channel_est_pilot_log);
+ plot(amp_est,'g+', 'markersize', 5);
+ title('Amp est');
+ axis([1 length(channel_est_pilot_log) min(amp_est(:)) max(amp_est(:))]);
+
+ figure(4); clf;
+ subplot(211); plot(snr_log); ylabel('SNR3kdB');
+ subplot(212); plot(mean_amp_log); ylabel('mean amp');
+
+ figure(5); clf;
+ subplot(211)
+ stem(delta_t_log)
+ title('delta t');
+ subplot(212)
+ plot(timing_est_log);
+ title('timing est');
+
+ figure(6); clf;
+ plot(foff_est_hz_log)
+ mx = max(max(abs(foff_est_hz_log)),1);
+ axis([1 max(Nframes,2) -mx mx]);
+ title('Fine Freq');
+ ylabel('Hz')
+ end
+
+ if length(Nerrs_log) > 1
+ figure(7); clf;
+ subplot(211)
+ stem(Nerrs_log);
+ title('Uncoded errors/modem frame')
+ axis([1 length(Nerrs_log) 0 Nbitsperpacket*0.2]);
+ if length(Nerrs_coded_log)
+ subplot(212)
+ stem(Nerrs_coded_log);
+ title('Coded errors/mode frame')
+ axis([1 length(Nerrs_coded_log) 0 Nbitsperpacket*0.2]);
+ end
+ end
+
+ figure(9); clf; plot_specgram(rx, Fs=8000, 0, 3000);
+
+ if pass_packet_count > 0
+ if packet_count >= pass_packet_count printf("Pass!\n"); else printf("Fail!\n"); end;
+ end
+endfunction