% 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); % 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