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% ofdm_rx.m
% David Rowe May 2018
%
% OFDM file based uncoded rx to unit test core OFDM modem. See also
% ofdm_ldpc_rx which includes LDPC and interleaving, and ofdm_demod.c
#{
1. Streaming mode operation:
ofdm_rx("test_datac0.raw","datac0")
2. Burst mode, tell state machine there is one packet in each burst:
ofdm_rx("test_datac0.raw","datac0","packetsperburst",1)
3. Burst mode, enable only postamble detection:
ofdm_rx("test_datac0.raw","datac0","packetsperburst",1, "postambletest")
#}
function ofdm_rx(filename, mode="700D", varargin)
ofdm_lib;
more off;
pkg load signal;
% init modem
config = ofdm_init_mode(mode);
states = ofdm_init(config);
print_config(states);
ofdm_load_const;
states.verbose = 0;
pass_ber = 0;
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},"passber")
pass_ber = varargin{i+1}; i++;
elseif strcmp(varargin{i},"passpacketcount")
pass_packet_count = varargin{i+1}; i++;
elseif strcmp(varargin{i},"postambletest")
printf("postamble test!\n");
states.postambletest = 1;
% at high SNR avoid firing on data frames just before postamble
states.timing_mx_thresh = 0.15;
else
printf("\nERROR unknown argument: %s\n", varargin{i});
return;
end
i++;
end
% load real samples from file
Ascale = states.amp_scale/2; % as input is a real valued signal
frx=fopen(filename,"rb"); rx = fread(frx, Inf, "short")/Ascale; fclose(frx);
Nsam = length(rx); prx = 1;
% OK re-generate tx frame for BER calcs
tx_bits = create_ldpc_test_frame(states, coded_frame=0);
% init logs and BER stats
rx_np_log = []; timing_est_log = []; delta_t_log = []; foff_est_hz_log = [];
sample_point_log = [];
channel_est_pilot_log = []; snr_log = [];
Terrs = Tbits = Terrs_coded = Tbits_coded = Tpackets = Tpacketerrs = 0;
packet_count = frame_count = 0;
Nerrs_coded_log = Nerrs_log = [];
error_positions = [];
prx = 1;
nin = Nsamperframe+2*(M+Ncp);
states.verbose = 1;
Nsymsperpacket = Nbitsperpacket/bps; Nsymsperframe = Nbitsperframe/bps;
rx_syms = zeros(1,Nsymsperpacket); rx_amps = zeros(1,Nsymsperpacket);
Nerrs = 0; rx_uw = zeros(1,states.Nuwbits);
% main loop ----------------------------------------------------------------
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);
rx_bits = zeros(1,Nbitsperpacket);
for s=1:Nsymsperpacket
if bps == 2
rx_bits(bps*(s-1)+1:bps*s) = qpsk_demod(rx_syms(s));
elseif bps == 4
rx_bits(bps*(s-1)+1:bps*s) = qam16_demod(states.qam16,rx_syms(s), rx_amps(s));
end
end
errors = xor(tx_bits, rx_bits);
Nerrs = sum(errors);
Nerrs_log = [Nerrs_log Nerrs];
Terrs += Nerrs;
Tbits += Nbitsperpacket;
packet_count++;
% 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 states
rx_np_log = [rx_np_log arx_np];
timing_est_log = [timing_est_log states.timing_est];
sample_point_log = [sample_point_log states.sample_point];
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
if (states.modem_frame == 0) && (strcmp(states.sync_state, "trial") == 0)
printf(" euw: %3d %d mf: %2d pbw: %s foff: %4.1f eraw: %3d snr: %5.2f",
states.uw_errors, states.sync_counter, states.modem_frame, states.phase_est_bandwidth(1),
states.foff_est_hz, Nerrs, 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_log = [];
Terrs = Tbits = frame_count = 0;
rx_np_log = [];
sig_var_log = []; noise_var_log = [];
end
f++;
end
Nframes = f;
ber = Terrs/(Tbits+1E-12);
printf("\nBER..: %5.4f Tbits: %5d Terrs: %5d\n", ber, Tbits, Terrs);
% If we have enough frames, calc BER discarding first few frames where freq
% offset is adjusting
Ndiscard = 20;
if packet_count > Ndiscard
Terrs -= sum(Nerrs_log(1:Ndiscard)); Tbits -= Ndiscard*Nbitsperframe;
printf("BER2.: %5.4f Tbits: %5d Terrs: %5d\n", Terrs/Tbits, Tbits, Terrs);
end
SNR_estdB = mean(snr_log);
printf("Packets: %3d Npre: %d Npost: %d SNR3k: %3.2f\n",
packet_count, states.npre, states.npost, SNR_estdB);
figure(1); clf;
tmp = exp(j*pi/4)*rx_np_log(floor(end/4):floor(end-end/8));
plot(tmp,'+');
mx = 2*max(abs(tmp));
axis([-mx mx -mx mx]);
title('Scatter');
figure(2); clf;
plot(angle(channel_est_pilot_log(:,2:Nc)),'g+', 'markersize', 5);
title('Phase est');
axis([1 length(channel_est_pilot_log) -pi pi]);
figure(3); clf;
plot(abs(channel_est_pilot_log(:,:)),'g+', 'markersize', 5);
title('Amp est');
axis([1 length(channel_est_pilot_log) -3 3]);
figure(4); clf;
subplot(211)
stem(delta_t_log)
title('delta t');
subplot(212)
plot(timing_est_log,';timing est;');
hold on; plot(sample_point_log,';sample point;'); hold off;
figure(5); clf;
plot(foff_est_hz_log)
mx = max(abs(foff_est_hz_log))+1;
axis([1 max(Nframes,2) -mx mx]);
title('Fine Freq');
ylabel('Hz')
figure(6); clf;
stem(Nerrs_log);
title('Errors/modem frame')
if length(Nerrs_log) > 1
axis([1 length(Nerrs_log) 0 Nbitsperframe*rate/2]);
endif
figure(7); clf;
plot(snr_log);
title('SNR estimates');
figure(8); clf; plot_specgram(rx, 8000, 500, 2500);
% optional pass criteria for ctests
if pass_ber > 0
if packet_count && (ber < pass_ber) printf("Pass!\n"); else printf("Fail!\n"); end;
end
if pass_packet_count > 0
if packet_count >= pass_packet_count printf("Pass!\n"); else printf("Fail!\n"); end;
end
endfunction
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