Files
imdd_silas/setup_simulation.m
Silas Oettinghaus f5747bb863 changes from friday
2023-05-21 15:31:39 +02:00

193 lines
4.7 KiB
Matlab

clear all
O = 18; %order of prbs
N = 2^(O-1); %length of prbs
[~,seed] = prbs(O,1); %initialize first seed of prbs
% Modulation
M = 4; %PAM-M
bitpattern = zeros(N,log2(M));
% Symbol Rate
fsym = 112e9;
% DAC Rate
fdac = 160e9;
% Simulation oversampling rate "k";
kover = 16;
% ADC Rate
fadc = 256e9;
% Simulation frequency in "analog domain"
fsimu = kover * fdac ;
%% CONSTRUCT ALL CLASSES
pam_mapper = PAMmapper(M,0);
awg = AWG('preset','M8199B','fdac',fdac,'kover',kover,'lpf_active',0,'f_cutoff',80e9,'lpf_type',filtertypes.gaussian);
fil_50 = Filter('filtdegree',1,"f_cutoff",50e9,"fsamp",fdac,"filterType",filtertypes.bessel_inp);
u_pi = 3.5;
vbias = (0.5*u_pi)-u_pi;
extmodlaser = EML("mode",emlmodes.im_cosinus,"power",5,"fsimu",fsimu,"lambda",1550,"bias",vbias,"u_pi",u_pi,"linewidth",0);
amp = Amplifier("amp_mode","ideal_no_noise","amplification_db",0,"gain_mode","output_power");
fib = Fiber("fsimu",fdac*kover,"fiber_length",0,"alpha",0.2,"D",17,"lambda0",1550);
% %noise loading
% zeroDB_attenuator = Amplifier("amp_mode","ideal_no_noise","gain_mode","output_power","amplification_db",0);
%
% edfa_ = Amplifier("amp_mode","edfa_increase_nase","nase_mode","generate_ase","amplification_db",0,"noifig",33,"gain_mode","output_power");
%
% rop_amplifier = Amplifier("amp_mode","ideal_no_noise","amplification_db",-5,"gain_mode","output_power","nase_mode","pass_ase");
% X = zeroDB_attenuator.process(X);
% X = edfa_.process(X);
% X = rop_amplifier.process(X);
phdiode = Photodiode("fsimu",fdac*kover,"dark_current",2e-08,"responsivity",1,"temperature",20);
fil_diode = Filter('filtdegree',1,"f_cutoff",120e9,"fsamp",fdac,"filterType",filtertypes.bessel_inp);
scp = Scope("fsimu",fdac*kover,"fadc",fadc,...
"delay",0,"fixed_delay",0,"lpf_bw",113e9,"filtertype",filtertypes.butterworth,...
"samplingdelay",0,"rand_samplingdelay",0,"freq_offset",0,"samp_jitter",0,...
"adcresolution",6,"quantbuffer",0.1);
eq = EQ("K",2,"plottrain",0,"plotfinal",1,...
"training_length",4096*2,"training_loops",5,...
"Ne",[50,9,9],"Nb",[0,0,0],...
"DCmu",0.005,"DDmu",[0.0004 0.0004 0.0004 0.0004 ],"DFEmu",0.005,"FFEmu",0.000,...
"dd_loops",2,"epsilon",[10 100 1000 ],"M",4,...
"thres",[0.005 0.004 0.0005 ],"l1act",0,"delay",0,"rho",0.0005,"ideal_dfe",0);
%% PROCESS
% INFORMATION SIGNAL
for i = 1:log2(M)
[bitpattern(:,i),seed] = prbs(O,N,seed);
end
bits = Informationsignal(bitpattern);
mod_out = pam_mapper.map(bits);
reference = mod_out;
mod_out.signal = applyPulseShaping(mod_out.signal,fsym,fdac);
% ELECTRICAL DOMAIN
X = awg.process(mod_out);
X = X.normalize;
% OPTICAL DOMAIN
X = extmodlaser.process(X);
X = amp.process(X);
X = fib.process(X);
X = phdiode.process(X);
X = fil_diode.process(X);
% ELECTRICAL DOMAIN
% X = scp.process(X);
X = X.resample("fs_out",2*fsym,"fs_in",fsimu);
% INFORMATION SIGNAL
X = X.normalize;
eq_out = eq.process(X,reference);
rx_series = eq_out.signal;
demap_out = pam_mapper.demap(eq_out);
[bits,errors,BER] = calc_ber(demap_out.signal(:,10000:end-20),bitpattern(10000:end-19,:)',0);
%%
figure(22)
clf
subplot(3,1,1)
hold on
plot(reference.signal(10000:end-20));
plot(rx_series(10000:end-20));
hold off
subplot(3,1,2)
hold on
plot(reference.signal(4150:4175));
plot(rx_series(4150:4175));
hold off
subplot(3,1,3)
hold on
stem(demap_out.signal(1,4150:4175))
stem(bitpattern(4150:4175,1)')
hold off
legend
xax = 1:eq_out.length;
col = cbrewer2('Set1',4);
figure(12)
sgtitle('Laser Linewidth = 10 MHz; SIR = 24 dB ; $N_{1,2}$ = 100')
subplot(1,4,1:2)
scatter(xax,eq_out.signal,4,'.','MarkerEdgeColor',col(1,:),'DisplayName','No MPI Mitigation');
xlim([1, xax(end)]);
ylim([-2 2]);
xlabel('Sampling Index')
ylabel('Amplitude')
legend
subplot(1,4,3:4)
scatter(1:X.length,X.signal,4,'.','MarkerEdgeColor',col(2,:),'DisplayName','A1');
xlim([1, xax(end)]);
ylim([-2 2]);
xlabel('Sampling Index')
ylabel('Amplitude')
legend
%
% subplot(1,4,3)
% scatter(xax,a2_out,4,'.','MarkerEdgeColor',col(3,:),'DisplayName','A2');
% xlim([1, xax(end)]);
% ylim([-2 2]);
% xlabel('Sampling Index')
% ylabel('Amplitude')
% legend
%
% subplot(1,4,4)
% scatter(xax,a1_a2_out,4,'.','MarkerEdgeColor',col(4,:),'DisplayName','A1+A2');
% xlim([1, xax(end)]);
% ylim([-2 2]);
% xlabel('Sampling Index')
% ylabel('Amplitude')
% legend
% set(gcf,'Units','centimeters')
% set(gcf,'Position',[2 2 25 10])
a = fftshift(xcorr(X.signal(1,:),circshift(bitpattern(:,1)',0)));
% BER
if (length(X.signal) ~= length(bitpattern'))
warning("TX and RX bitstreams have different length...")
end
disp(demap_out.logbook);
disp(['BER: ', sprintf('%2E',BER)]);