SS_OFDM_B.m

% selfhomodyne detection of a single-sideband OFDM-signal
% ONLY THE ODD subcarriers are used
% the carrier (unmodulated) is at f=0;
% NO signal-signal-beat interference, but  bandwidth efficiency
% reduced by a factor of 2
pkg load communications

% TBD: 1.) Noise 2) is noise is added, which Bias is required (Pilot Power); 3.) dual drive MZMs

clear all
close all;

Rel_bias = 1; % relative Bias power (the power of the carrier is Rel_bias * mean optical power of modulated component)
NOISE = 1;

Nsim = 200; % simulated OFDM-symbols

M = 4;      % QAM modulation order
L = 100; % length in km -> kleiner Wert für Back-To-Back
Rb = 20*1.07e9;
D = 17;
BW_MUX = 43e9;

SPEC = 1;

Nover = 10; % determines 'analog' time redulation t0: t0=1/fp/Nover

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
Tb = 1/Rb;
% OFDM Parameter
N   = 4*256; % FFT-Size
Lcp = 4*32;  % length of CP
Ncarrier = N/4-20; % number of indep. modulated subcarriers; change possibly ...
Ntrain = 100;    % Ntrain zeros as preamble


%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
Tofdm = log2(M)/Rb*Ncarrier;   % duration of an OFDM symbol in seconds
Tfft = N / (N+Lcp) * Tofdm;   % FFT-window size in seconds
f0 = 1/Tfft;                  % spacing between subcarriers in Hz
fp = N*f0;                    % sampling frequency (at Tx DAC)

fgBesselTx = fp*0.75;            % electrical Bessel filter 3 dB cut-off
fgElec = Rb/log2(M)*(N+Lcp)/N; % cut-off freq. of electrical spectrum
fgBesselRx = fgElec*0.75;

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
t0 = (1/fp)/Nover;            % time resolution on simulation level

% center frequency of MUX /DEMUX
f_center = Ncarrier*f0;
if f_center > BW_MUX/2
  fprintf("Bandwidth too large\n");
end

% transmitted data symbols with values 0..M-1
S2B = de2bi(0:M-1, log2(M)); % mapping table: Bits bn to symbols zk
Nsim = Nsim+1; % first symbol for channel estimation
zk = randi(M, Nsim*Ncarrier, 1)-1; % symbols to be transmitted
bk_tx = S2B(zk(Ncarrier+1:end) + 1, :);  % bits to be transmitted; first OFDM-symbol
                                         % acts as training sequence! -> skip
sv_tx = reshape(qammod(zk, M), Ncarrier, Nsim); % each column contains the OFDM-data
Nbits = (Nsim-1)*Ncarrier*log2(M);

% electrical Signal in f-domain, each columns contains an OFDM-symbol
Xmu = zeros(N, Nsim);

% Single Sideband signal, every second SC used
mu = 2:2:2*Ncarrier+1;
Xmu(mu, :) = sv_tx; % all the other subcarrier are set to zero -> single sideband

xk = ifft(Xmu)*N;  % complex time domain signal
xk = [xk(end-Lcp+1:end, :); xk];  % Tx vector with CP (still:
                                  % each column is an OFDM-symbol)
xk = reshape(xk, Nsim*(N+Lcp), 1); % serial, digital transmit signal (electrical)

% assumed analog transmit signal (here: rectangular interpolation)
gt_tx = rect([-Nover/2:Nover/2]/Nover);
xt = conv(gt_tx, upsample([zeros(Ntrain, 1); xk], Nover));
xt = conv(xt, gt_bessel(fgBesselTx, 1/t0))*t0;

Bias = Rel_bias * sum(abs(xt).^2)/length(xt); % referenz-carrier (LO)

% optical signal (perfect modulator)
xt_opt = xt + sqrt(Bias);

% mean optical power at sender
Popt = sum(abs(xt_opt).^2)/length(xt_opt);
Eb = Popt*Tb;

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% optical transmission
[yt_opt1, Ndelay1] = mux2_V2(BW_MUX, f_center, 2, t0, xt_opt); % MUX direkt am Sender

% Glasfaser, lineares Modell: hier: ohne Daempfung, da nur SNR interessiert
if L > 0
  [yt_opt2, Ndelay2] = smf_linV2(0.0, L, D, 0.0, t0, yt_opt1, 1/Tb);
else
  Ndelay2 = 0;
  yt_opt2 = yt_opt1;
end

% after demux
[yt_opt3, Ndelay3] = mux2_V2(BW_MUX, f_center, 2, t0, yt_opt2);  % Signal nach Demux ohne Rauschen

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% RX
% current after Rx-filter
it_Rx = abs(yt_opt3).^2; % elektrischer Strom
it_Filt = bessel_filt(fgBesselRx, 1/t0, it_Rx); % elektrischer Strom
Ndelay = Ndelay1 + Ndelay2 + Ndelay3 + Ntrain*Nover-Lcp/2*Nover + 2*Nover;
% note: in the next step the CP-intervall is deleted -> so perfekt
% sync time is at the begin of the CP
% 2xNover due to both Bessel filters

yk_tmp = it_Filt(1+Ndelay:Nover:end); % sampled Rx-signal
yk = reshape(yk_tmp(1:Nsim*(N+Lcp)), N+Lcp, Nsim);

yk = yk(Lcp+1:end, :); % remove cyclic prefix interval
Ymu = fft(yk)/N;

Gmu = Ymu(mu, 1)./sv_tx(:, 1);
Emu = 1./Gmu; % equalizer coefficients

sv_rx = Ymu(mu, :) .* repmat(Emu, 1, Nsim) ;
zk_rx = qamdemod(sv_rx, M); % each column contains an OFDM-symbol
zk_rx = reshape(zk_rx, Nsim*Ncarrier, 1);
bk_rx = S2B(zk_rx(Ncarrier+1:end) + 1, :); % bits received

% BER
Pb = sum(sum(abs(bk_tx-bk_rx))) / Nbits

% scatterplot(sv_rx(:, 2));

if NOISE;
fprintf("NOISE on!\n")

% normalized optical noise (noise power is 1)
Nyt_opt = length(yt_opt2);
nt_cp = (randn(Nyt_opt, 1) + j*randn(Nyt_opt, 1)); % co-polarized
nt_op = (randn(Nyt_opt, 1) + j*randn(Nyt_opt, 1)); % orthogonal-polarization

[nt_cpFilt] = muxV2(BW_MUX, 2, t0, nt_cp); % coploarized noise (same polarization as signal)
[nt_opFilt, dummy] = muxV2(BW_MUX, 2, t0, nt_op); % orthogonal noise

lf = 0;
for EbN0_dB = 10:1:35
  lf = lf + 1;
  t1 = time();

  EbN0 = 10^(EbN0_dB/10);
  N0 = Eb/EbN0; % noise power spectral density per polarization

  % RX
  % current after Rx-filter
  it_Rx = abs(yt_opt3 + nt_cpFilt * sqrt(N0/(2*t0))).^2 ...
        + abs(          nt_opFilt * sqrt(N0/(2*t0))).^2; % elektrischer Strom

  it_Filt = bessel_filt(fgBesselRx, 1/t0, it_Rx); % elektrischer Strom
  Ndelay = Ndelay1 + Ndelay2 + Ndelay3 + Ntrain*Nover-Lcp/2*Nover + 2*Nover;

  yk_tmp = it_Filt(1+Ndelay:Nover:end); % down-sampled Rx-signal
  yk = reshape(yk_tmp(1:Nsim*(N+Lcp)), N+Lcp, Nsim);

  yk = yk(Lcp+1:end, :); % remove cyclic prefix interval
  Ymu = fft(yk)/N;

  sv_rx = Ymu(mu, :) .* repmat(Emu, 1, Nsim);
  zk_rx = qamdemod(sv_rx, M); % each column contains an OFDM-symbol
  zk_rx = reshape(zk_rx, Nsim*Ncarrier, 1);
  bk_rx = S2B(zk_rx(Ncarrier+1:end)+1, :); % bits received

  % BER
  Pb(lf) = sum(sum(abs(bk_tx -bk_rx))) / Nbits;
  OSNR(lf) = 10*log10( Popt / (2*N0*12.5e9) );

  t2 = time();
  fprintf("Loop %d, t: %d, OSNR: %d, Pb: %d\n", lf, t2-t1, OSNR(lf), Pb(lf));
  if Pb(lf) < 10^-3
    fprintf("EARLY STOP\n");
    break;
  end
end

figure(1);
semilogy(OSNR, Pb, 'linewidth', 2);
axis([5 40 1e-3 1]);
xlabel('OSNR in dB');
ylabel('BER');

end

% optisches Spektrum
Nwin = (N+L)*Nover; % bestimmt spektrale Auflösung diese ist:
w = rectwin(Nwin);
f0 = 1/t0/Nwin;
if SPEC
  figure(2)
  [Phi_xx, f] = pwelch(yt_opt3, w, 0, Nwin, 1/t0, 'twosided');
  f = [-Nwin/2+1:Nwin/2]*f0;
  plot(f/1e9, mag2db(fftshift(Phi_xx/Phi_xx(2))), 'linewidth', 2);
  axis([-50 50 -30 10])
  title('');
  xlabel('x');
  ylabel('y');

  grid on
end