Files
imdd_silas/setup_simulation.m
Silas Oettinghaus b640c013cb WIP büro
2023-05-26 11:06:39 +02:00

185 lines
5.4 KiB
Matlab

clear
%% Set Simulation Variables
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 = 120e9;
% Simulation oversampling rate "k";
kover = 16;
% ADC Rate
fadc = 256e9;
% Simulation frequency in "analog domain"
fsimu = kover * fdac ;
%% CONSTRUCT ALL CLASSES
digimod = PAMmapper(M,0);
pulsef = Pulseformer("pulseform","rrc","fdac",fdac,"fsym",fsym,"pulselength",32,"rrcalpha",0.05);
awg = AWG('preset','M8199B','fdac',fdac,'kover',kover,'lpf_active',1,'f_cutoff',56e9,'lpf_type',filtertypes.gaussian,'bit_resolution',5.5);
lp_laser = Filter('filtdegree',1,"f_cutoff",60e9,"fsamp",fdac,"filterType",filtertypes.bessel_inp);
u_pi = 4.6;
vbias = (0.5*u_pi)-u_pi;
extmodlaser = EML("mode",eml_mode.im_cosinus,"power",5,"fsimu",fsimu,"lambda",1550,"bias",vbias,"u_pi",u_pi,"linewidth",10000);
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,"gamma",0);
optatten = Amplifier("amp_mode","ideal_no_noise","gain_mode","output_power","amplification_db",5);
edfaamp = Amplifier("amp_mode","edfa_increase_nase","gain_mode","output_power","amplification_db",0,"nase_mode","generate_ase","noifig",5);
phdiode = Photodiode("fsimu",fdac*kover,"dark_current",2e-08,"responsivity",1,"temperature",20);
lp_diode = Filter('filtdegree',1,"f_cutoff",80e9,"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,"training_loops",5,...
"Ne",[50,0,0],"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",1,"rho",0.0005,"ideal_dfe",0,"DB_aim",0);
%% PROCESS
% PRBS Generation
for i = 1:log2(M)
[bitpattern(:,i),seed] = prbs(O,N,seed);
end
% Build Inf. signal class
bits = Informationsignal(bitpattern);
% Digi Mod
mod_out = digimod.map(bits);
% merken für EQ training
reference = mod_out;
% shape shape
mod_out = pulsef.process(mod_out);
test = applyPulseShaping(reference.signal,fsym,fdac);
% AWG -> ELECTRICAL DOMAIN
X = awg.process(mod_out);
X = lp_laser.process(X);
X = X.normalize;
% Laser; Modulation -> OPTICAL DOMAIN
X = extmodlaser.process(X);
X.spectrum(fsimu,"displayname",'laser out','figurename','after laser');
%X = amp.process(X);
% Fiber Propagation
X = fib.process(X);
X = optatten.process(X);
X = edfaamp.process(X);
% Photo Diode -> ELECTRICAL DOMAIN
X = phdiode.process(X);
X = lp_diode.process(X);
X.spectrum(fsimu,"displayname",'diode out','figurename','after diode');
% Oscilloscope (Sampling to f_adc; Quantization; Bandwidth Limitation)
X = scp.process(X);
% Resample to Symbol Rate
X = X.resample("fs_out",2*fsym,"fs_in",fadc);
% INFORMATION SIGNAL
X = X.normalize;
% Equalizer
eq_out = eq.process(X,reference);
rx_series = eq_out.signal;
% Digi Demod
demap_out = digimod.demap(eq_out);
% BER
[bits,errors,BER] = calc_ber(demap_out.signal(:,1:end-1),bitpattern(1:end,:)',0);
disp(['BER: ', sprintf('%2E',BER)]);
% disp(demap_out.logbook);
%% Generate some Plots
if 0
col = cbrewer2('Paired',8);
figure(22)
clf
% subplot(3,1,1)
% hold on
% plot(reference.signal(10000:end-20),'DisplayName','Tx','Color',col(1,:),'LineWidth',3);
% plot(rx_series(10000:end-20),'DisplayName','Rx','Color',col(6,:));
% title('Modulated Sequence Tx - Rx');
% legend
% hold off
subplot(2,1,1)
hold on
plot(reference.signal(4150:4175),'DisplayName','Tx','Color',col(1,:),'LineWidth',3);
plot(rx_series(4150:4175),'DisplayName','Rx after EQ','Color',col(6,:),'LineWidth',1);
title('Modulated Sequence Zoom');
legend
hold off
subplot(2,1,2)
hold on
stem(demap_out.signal(1,4150:4175),'DisplayName','Tx','Color',col(1,:),'LineStyle','-','LineWidth',5)
stem(bitpattern(4150:4175,1)','DisplayName','Rx','Color',col(6,:),'LineStyle','--','LineWidth',2)
title('Bitpattern Tx - Rx');
legend
hold off
xax = 1:eq_out.length;
figure(12)
sgtitle('')
subplot(1,4,1:2)
scatter(1:4:X.length,X.signal(1:4:end),4,'.','MarkerEdgeColor',col(5,:),'DisplayName','Before EQ');
xlim([1, xax(end)]);
%ylim([-2 2]);
xlabel('Sampling Index')
ylabel('Amplitude')
legend
subplot(1,4,3:4)
scatter(xax,eq_out.signal,4,'.','MarkerEdgeColor',col(6,:),'DisplayName','After EQ');
xlim([1, xax(end)]);
%ylim([-2 2]);
xlabel('Sampling Index')
ylabel('Amplitude')
legend
end