Files
imdd_silas/main_simulation.m
2023-05-17 14:47:56 +02:00

184 lines
4.6 KiB
Matlab

%clear all
O = 17; %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 = 92e9;
% DAC Rate
fdac = 120e9;
% Simulation oversampling rate "k";
kover = 16;
% ADC Rate
fadc = 256e9;
% Simulation frequency in "analog domain"
fsimu = kover * fdac ;
%CONSTRUCTION
pam_mapper = PAMmapper(M,0);
awg = AWG('preset','M8199B','fdac',fdac,'kover',kover,'lpf_active',1,'f_cutoff',80e9,'lpf_type',filtertypes.gaussian);
fil_tx = 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",0,"gain_mode","output_power","nase_mode","pass_ase");
phdiode = Photodiode("fsimu",fdac*kover,"dark_current",2e-08,"responsivity",1,"temperature",20);
fil_diode = Filter('filtdegree',1,"f_cutoff",70e9,"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",2048,"Ne",[25,5,5],"Nb",[2,0,0],"training_loops",5,"DCmu",0.005,"DDmu",[0.0004 0.0004 0.0004 0.0004 ],"DFEmu",0.005,"FFEmu",0,"thres",[0.005 0.004 0.0005 ]);
%SIMULATE
% 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 = fil_tx.process(X);
%X = fil_tx.process(X);
X = X.normalize;
% OPTICAL DOMAIN
X = extmodlaser.process(X);
X = amp.process(X);
X = fib.process(X);
% X = zeroDB_attenuator.process(X);
% X = edfa_.process(X);
% X = rop_amplifier.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",fadc);
% INFORMATION SIGNAL
X = X.normalize;
X = eq.process(X,reference);
rx_series = X.signal;
X = pam_mapper.demap(X);
% BER
[bits,errors,BER] = calc_ber(X.signal(:,10000:end-20),bitpattern(10000:end-20,:)',0);
disp(['BER: ', sprintf('%2E',BER)]);
figure()
hold on
plot(reference.signal);
plot(rx_series);
hold off
disp(X.logbook);
function yout = applyPulseShaping(xin,fsym,fdac)
if ~rem(fdac,fsym)
%ist ein Vielfaches
sps = fdac / fsym;
up = sps;
dn = 1;
else
%ist kein Vielfaches
up = fdac / gcd(fdac, fsym);
dn = fsym / gcd(fdac, fsym);
sps= up;
end
%Bau das Filter (hier rrc)
racos_len = 2048;
alpha = 0.1;
h = rcosdesign(alpha,racos_len,sps);
%Apply Filter using Matlab build in fctn.
yout = upfirdn(xin,h,up,dn);
%cut signal, which is longer due to fir filter
st = round(up/dn*racos_len/2); %we need to cut y_out
en = round(st + (length(xin)*up/dn) -1);
yout = yout(st:en);
%Check output integrity
if round(up/dn * length(xin)) ~= length(yout)
warning('Check signal length after pulse shaping');
end
end
function [bits,errors,BER] = calc_ber(data_in,data_ref,skip)
data_ref=logical(data_ref);
data_in = logical(data_in);
bits = 0;
errors=0;
data_ref_overlap=zeros(size(data_ref,1),skip+(length(data_ref)-size(data_in,2)));
data_ref_pointer=0;
% Determine BER
bits = bits+size(data_in,2)-skip;
try
errors = sum( data_in(:,skip+1:end,:) ~= data_ref(:,skip+1:end,:),2 );
catch
%warning('BER calculation not optimal: Arrays have incompatible sizes for this operation.')
errors = NaN;
end
try
errors = sum( data_in(:,skip+1:end,:) ~= data_ref(:,skip+1:end-1,:),2 );
end
try
errors = sum( data_in(:,skip+1:end,:) ~= data_ref(:,skip+1:end-2,:),2 );
end
BER = sum(errors)/sum(bits);
end