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Merge remote-tracking branch 'origin/main'

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This commit is contained in:
Silas Oettinghaus
2024-10-07 08:24:08 +02:00
parent da3be973e2 135d0e7cfc
commit f6fa1d5c46
23 changed files with 1550 additions and 97 deletions
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125
Classes/00_signals/Signal.m
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@@ -193,14 +193,14 @@ classdef Signal
end end
%% Add signals from one signal to another, the first object will sustain %% Add signals from one signal to another, the first object will sustain
function Difference = minus(X,y) function Diff = minus(X,y)
if isa(y,'Signal') if isa(y,'Signal')
Difference = X; Diff = X;
Difference.signal = X.signal - y.signal; Diff.signal = X.signal - y.signal;
elseif isnumeric(y) elseif isnumeric(y)
Difference = X; Diff = X;
Difference.signal = X.signal - y; Diff.signal = X.signal - y;
end end
end end
@@ -303,9 +303,11 @@ classdef Signal
xlim([-obj.fs/2 obj.fs/2].*1e-9) xlim([-obj.fs/2 obj.fs/2].*1e-9)
edgetick = 2^(nextpow2(obj.fs*1e-9)); edgetick = 2^(nextpow2(obj.fs*1e-9));
% xticks([-edgetick:16:edgetick]); % xticks([-edgetick:16:edgetick]);
xlim([-244, 244]) xlim([100*round( min(w.*1e-9)/100,1)-10,100*round( max(w.*1e-9)/100,1)+10])
ylim([-120,10]); ylim([100*round( min(p_dbm)/100,1)-3,100*round( max(p_dbm)/100,1)+3]);
yticks([-200:10:10]); yticks([-200:10:10]);
grid on
grid minor
legend legend
end end
@@ -423,8 +425,8 @@ classdef Signal
end end
%% Synchronize with reference %%
function [obj,D,cuts] = tsynch(obj,options) function [obj,S] = tsynch(obj,options)
% time sync and cut % time sync and cut
arguments arguments
obj Signal obj Signal
@@ -440,29 +442,36 @@ classdef Signal
b = options.reference.resample("fs_in",options.fs_ref,"fs_out",obj.fs).normalize("mode","oneone").signal; b = options.reference.resample("fs_in",options.fs_ref,"fs_out",obj.fs).normalize("mode","oneone").signal;
%estimate delay between signals %estimate delay between signals
[co,lags] = xcorr(a,b,100); [co,lags] = xcorr(a,b);
[~,pos] = max(co); [~,pos] = max(co);
D = lags(pos); D = lags(pos);
if D == 100 %estimate start pos of signal
warning('Check Sync: Delay is found to be 100 which is the max. windowlength is xcorr function!') maxpeaknum = floor(length(a)/length(b));
[pks,pkpos] = findpeaks(co./max(co),'MinPeakDistance',length(b)/2,'MinPeakHeight',0.2,'NPeaks',maxpeaknum);
shifts = lags(pkpos);
%Cut occurences of ref signal from signal
S = {};
for c = shifts
sig = obj.delay(-c,'mode','samples');
sig.signal = sig.signal(1:length(b));
S{end+1,1} = sig;
end end
% delay by lagging samples %plot all synced signals and the ref signal
obj = obj.delay(-D,'mode','samples'); debug = 0;
if debug
cuts = obj.length-(options.reference.length*q); figure;hold on;
for i = 1:size(S,1)
if cuts > 10 plot(S{i}.normalize('mode','oneone').signal(1000:1100),'LineWidth',0.1,'Color',[0.2157 0.4941 0.7216]);
warning('Check Sync: Signal difference larger than 10.') plot(b(1000:1100),'LineWidth',1);
end
end end
if cuts < 0 %return the sinal with the highest correlation...
% warning('Check Sync: Reference Signal shorter than signal to sync.') [~,idx]=max(pks);
else obj.signal = S{idx}.signal;
% then cut out the length of the reference
obj.signal = obj.signal(1:end-cuts);
end
end end
@@ -623,7 +632,6 @@ classdef Signal
% beautify % beautify
colormap(cbrewer2("Blues",4096)); colormap(cbrewer2("Blues",4096));
if isa(obj,'Opticalsignal') if isa(obj,'Opticalsignal')
title("Optical Eye") title("Optical Eye")
ylabel("Power in mW"); ylabel("Power in mW");
@@ -673,41 +681,15 @@ classdef Signal
% Define properties
boxPosition = [0.15 0.86 0.2 0.05]; % Position for the first box [x y width height]
boxColor = [0.9 0.9 0.9]; % Light grey background color
boxEdgeColor = 'k'; % Black edge color
boxLineStyle = '--'; % Dashed line style
boxFontWeight = 'bold'; % Bold font
% Create first annotation box for Power
annotation('textbox', boxPosition, ...
'String', ['Power: ',num2str(pwr_dbm),' dBm'], ...
'BackgroundColor', boxColor, ...
'EdgeColor', boxEdgeColor, ...
'LineStyle', boxLineStyle, ...
'FontWeight', boxFontWeight, ...
'HorizontalAlignment', 'center');
% Adjust position for the second box (slightly to the right)
boxPosition = [0.37 0.86 0.2 0.05]; % Adjusted position
% Create second annotation box for PAPR
annotation('textbox', boxPosition, ...
'String', ['PAPR(lin):',num2str(papr_),''], ...
'BackgroundColor', boxColor, ...
'EdgeColor', boxEdgeColor, ...
'LineStyle', boxLineStyle, ...
'FontWeight', boxFontWeight, ...
'HorizontalAlignment', 'center');
try try
hist_interest = plot_data(:,posxall); hist_interest = plot_data(:,posxall);
hist_interest_smoth = smooth(hist_interest,20); hist_interest_smoth = smooth(hist_interest,20);
a = scatter(hist_interest_smoth+posxall,1:length(hist_interest_smoth),4,'.','MarkerEdgeColor','red'); a = scatter(hist_interest_smoth+posxall,1:length(hist_interest_smoth),4,'.','MarkerEdgeColor','red');
[pk,loc] = findpeaks(hist_interest_smoth,"MinPeakDistance",40,"NPeaks",M,"MinPeakHeight",30); [pk,loc] = findpeaks(hist_interest_smoth,"MinPeakDistance",10,"NPeaks",M,"MinPeakHeight",30,"MinPeakProminence",10);
scatter(posxall,loc,'red','Marker','x','LineWidth',2); scatter(posxall,loc,'red','Marker','x','LineWidth',2);
yline(loc,'Color','red','LineWidth',1,'LineStyle',':'); yline(loc,'Color','red','LineWidth',1,'LineStyle',':');
for i = 1:numel(loc) for i = 1:numel(loc)
@@ -738,6 +720,37 @@ classdef Signal
thirdboxstring = ['OMA outer:',num2str(er),' V']; thirdboxstring = ['OMA outer:',num2str(er),' V'];
end end
plot_infos = 0;
if plot_infos
% Define properties
boxPosition = [0.15 0.86 0.2 0.05]; % Position for the first box [x y width height]
boxColor = [0.9 0.9 0.9]; % Light grey background color
boxEdgeColor = 'k'; % Black edge color
boxLineStyle = '--'; % Dashed line style
boxFontWeight = 'bold'; % Bold font
% Create first annotation box for Power
annotation('textbox', boxPosition, ...
'String', ['Power: ',num2str(pwr_dbm),' dBm'], ...
'BackgroundColor', boxColor, ...
'EdgeColor', boxEdgeColor, ...
'LineStyle', boxLineStyle, ...
'FontWeight', boxFontWeight, ...
'HorizontalAlignment', 'center');
% Adjust position for the second box (slightly to the right)
boxPosition = [0.37 0.86 0.2 0.05]; % Adjusted position
% Create second annotation box for PAPR
annotation('textbox', boxPosition, ...
'String', ['PAPR(lin):',num2str(papr_),''], ...
'BackgroundColor', boxColor, ...
'EdgeColor', boxEdgeColor, ...
'LineStyle', boxLineStyle, ...
'FontWeight', boxFontWeight, ...
'HorizontalAlignment', 'center');
annotation('textbox', boxPosition, ... annotation('textbox', boxPosition, ...
@@ -749,6 +762,8 @@ classdef Signal
'HorizontalAlignment', 'center'); 'HorizontalAlignment', 'center');
end end
end
yticks(linspace(0,histpoints,16)); yticks(linspace(0,histpoints,16));
y_tickstring = sprintfc('%.2f', y_tickstring); y_tickstring = sprintfc('%.2f', y_tickstring);
yticklabels(y_tickstring); yticklabels(y_tickstring);

51
Classes/01_transmit/ChannelFreqResp.m
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@@ -132,7 +132,7 @@ classdef ChannelFreqResp < handle
fstarget = Target.fs; fstarget = Target.fs;
% Build new frequencie axis (with current fs) % Build new frequency axis (with current fs)
fnew = linspace(0,fstarget/2,length(Target)/2+1); fnew = linspace(0,fstarget/2,length(Target)/2+1);
fnew = fnew(2:end-1); fnew = fnew(2:end-1);
@@ -154,7 +154,7 @@ classdef ChannelFreqResp < handle
%smoothing takes time and sometimes the result looks odd, %smoothing takes time and sometimes the result looks odd,
%however the performance is most of the time better %however the performance is most of the time better
smoothing = 1; smoothing = 0;
if smoothing if smoothing
iH = smooth(fnew,iH,0.1,'loess')'; iH = smooth(fnew,iH,0.1,'loess')';
end end
@@ -163,16 +163,10 @@ classdef ChannelFreqResp < handle
% angle (-pi,pi) at lowest frequency % angle (-pi,pi) at lowest frequency
iH = iH.*exp(-1j*angle(iH(1))); % to be checked (<- not from silas, so what needs to be checked?) iH = iH.*exp(-1j*angle(iH(1))); % to be checked (<- not from silas, so what needs to be checked?)
% Phase difference between lowest and hiughest frequency
% component -> but what is this for? dPhase is not used...
noncausal = 0;
if noncausal
dPhase = angle(iH(end))-angle(iH(1));
end
% normalize complex freq. resp. by magnitude at the first % normalize complex freq. resp. by magnitude at the first
% five frequencies -> should be the vaue at f=0=DC component? % five frequencies -> should be the vaue at f=0=DC component?
iH = iH./mean(abs(iH(1:100))); %why 1:5?? iH = iH./mean(abs(iH)); %why 1:5??
% set maximum amplification % set maximum amplification
% set als values higher than hmax to hmax and keep the % set als values higher than hmax to hmax and keep the
@@ -191,19 +185,20 @@ classdef ChannelFreqResp < handle
% iH(1) is DC ---> iH(end) is High Freq. % iH(1) is DC ---> iH(end) is High Freq.
H_inv = [iH(1) iH fliplr(conj(iH)) conj(iH(1))]; H_inv = [iH(1) iH fliplr(conj(iH)) conj(iH(1))];
H_inv = [iH(1) iH 0 fliplr(conj(iH))];
H_inv = [iH(1) iH iH(end) fliplr(conj(iH)) conj(iH(1))]; % H_inv = [iH(1) iH iH(end) fliplr(conj(iH)) conj(iH(1))];
obj.H_apply = H_inv; obj.H_apply = H_inv;
Target.signal = real((ifft( ( fft(real( Target.signal )) .* H_inv' ) ))); Target.signal = real((ifft( ( fft(real( Target.signal' )) .* H_inv ) )));
Target.signal = Target.signal';
end end
function plot(obj) function plot(obj)
figure(55551); figure(55);
clf; clf;
Havg = obj.H; Havg = obj.H;
@@ -290,6 +285,7 @@ classdef ChannelFreqResp < handle
end end
function data = load(obj, options) function data = load(obj, options)
% Function to load data from a specified file and path. % Function to load data from a specified file and path.
arguments arguments
obj obj
@@ -334,6 +330,12 @@ classdef ChannelFreqResp < handle
% Load the data from the specified file % Load the data from the specified file
loadedData = load(fullFileName); loadedData = load(fullFileName);
if ~strcmp(fieldnames(loadedData),'obj')
% user want to load a moveit precomp file
obj.H = 1./loadedData.uFF;
obj.faxis = loadedData.f;
else
% Replace whole obj here.. is this save or unsave?! % Replace whole obj here.. is this save or unsave?!
fn = fieldnames(loadedData.obj); fn = fieldnames(loadedData.obj);
for n = 1:numel(fn) for n = 1:numel(fn)
@@ -342,6 +344,8 @@ classdef ChannelFreqResp < handle
end end
end end
end
fprintf('Frequency response information successfully loaded from %s\n', fullFileName); fprintf('Frequency response information successfully loaded from %s\n', fullFileName);
end end
@@ -373,25 +377,28 @@ classdef ChannelFreqResp < handle
function [rH] = estHfromDMT(obj, data_in, ref_in) function [rH] = estHfromDMT(obj, data_in, ref_in)
%! Dont (circ)shift the signal here as this would remove the phase information!
%tested with a butterworth filter this exactly reconstructs the
%phase and the magnitude. However, the option is here
estimatephase = 1;
if ~estimatephase Nfft = 2*obj.Nacq + 1 ;
data_in = reshape(data_in,1,length(data_in));
ref_in = reshape(ref_in,1,length(ref_in));
if length(data_in) ~= length(ref_in)
% 0. cross-correlate the received signal with its reference to extract the periods % 0. cross-correlate the received signal with its reference to extract the periods
corr = abs(ifft( fft(data_in(1:length(ref_in))).* conj(fft(ref_in)) )) ; corr = abs(ifft( fft(data_in(1:length(ref_in))) .* conj(fft(ref_in)) )) ;
% find max % find max
[~, peak] = max(corr) ; [~, peak] = max(corr) ;
peak=max(1,peak-1); peak=max(1,peak-1);
data_in = circshift(data_in,-peak) ; %! Dont (circ)shift the signal here (if signals are equally long) as this would remove the phase information!
%Y = data_in(peak:peak+(Nfft+obj.Ncp)*obj.Navg-1) ; %tested with a butterworth filter this exactly reconstructs the
%phase and the magnitude. However, the option is here
% data_in = circshift(data_in,-peak) ;
data_in = data_in(peak:peak+(Nfft+obj.Ncp)*obj.Navg-1) ;
end end
% 1. Reshape signal to a matrix to support noise averaging % 1. Reshape signal to a matrix to support noise averaging
Nfft = 2*obj.Nacq + 1 ;
Y = reshape(data_in, Nfft+obj.Ncp, obj.Navg).' ; Y = reshape(data_in, Nfft+obj.Ncp, obj.Navg).' ;

2
Classes/01_transmit/PAMsource.m
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@@ -59,7 +59,7 @@ classdef PAMsource
end end
end end
if boolean(obj.applypulseform) && isempty(obj.pulseformer) if obj.applypulseform && isempty(obj.pulseformer)
warning('No Pulseformer given. Proceeding with RRC and alpha 0.05'); warning('No Pulseformer given. Proceeding with RRC and alpha 0.05');
options.pulseformer = Pulseformer("fsym",obj.fsym,"fdac",obj.fs_out,"pulse","rrc","pulselength",16,"rrcalpha",0.05); options.pulseformer = Pulseformer("fsym",obj.fsym,"fdac",obj.fs_out,"pulse","rrc","pulselength",16,"rrcalpha",0.05);
end end

3
Classes/04_DSP/Equalizer/EQ.m
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@@ -110,6 +110,9 @@ classdef EQ
[signalclass_in.signal,error_log] = obj.process_(signalclass_in.signal', reference_signalclass_in.signal'); [signalclass_in.signal,error_log] = obj.process_(signalclass_in.signal', reference_signalclass_in.signal');
signalclass_in.signal = signalclass_in.signal'; signalclass_in.signal = signalclass_in.signal';
signalclass_in.fs = reference_signalclass_in.fs;
% append to logbook % append to logbook
lbdesc = ['EQ ']; lbdesc = ['EQ '];
signalclass_in = signalclass_in.logbookentry(lbdesc); signalclass_in = signalclass_in.logbookentry(lbdesc);

1
Classes/04_DSP/Equalizer/FFE_adaptive_decision.m
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@@ -124,6 +124,7 @@ classdef FFE_adaptive_decision < handle
d_hat(symbol,1) = obj.constellation(symbol_idx); d_hat(symbol,1) = obj.constellation(symbol_idx);
end end
y_buffer(symbol_idx,1) = y(symbol); y_buffer(symbol_idx,1) = y(symbol);
y_buffer(symbol_idx,:) = circshift(y_buffer(symbol_idx,:),1); y_buffer(symbol_idx,:) = circshift(y_buffer(symbol_idx,:),1);

11
Classes/04_DSP/Equalizer/VNLE.m
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@@ -148,18 +148,19 @@ classdef VNLE < handle
y(symbol,1) = obj.e.' * x_in; % Calculating output of LMS __ * | y(symbol,1) = obj.e.' * x_in; % Calculating output of LMS __ * |
if training if training
err(symbol) = y(symbol) - d(symbol); % Instantaneous error err = y(symbol) - d(symbol); % Instantaneous error
else else
[~,symbol_idx] = min(abs(y(symbol) - obj.constellation)); % decision for closest constellation point [~,symbol_idx] = min(abs(y(symbol) - obj.constellation)); % decision for closest constellation point
d_hat(symbol,1) = obj.constellation(symbol_idx); d_hat(symbol,1) = obj.constellation(symbol_idx);
err(symbol) = y(symbol) - d_hat(symbol); % Instantaneous error err = y(symbol) - d_hat(symbol); % Instantaneous error
end end
if ~all(mu==0,'all') %mu has not only zeros if ~all(mu==0,'all') %mu has not only zeros
obj.e = obj.e - (mu * err(symbol) * x_in) ; % Weight update rule of LMS % obj.e = obj.e - (mu * err * x_in) ; % Weight update rule of LMS
obj.e = obj.e - ( (mu * x_in) * err ) ; % Weight update rule of LMS
else else
normalizationfactor = (x_in.' * x_in); normalizationfactor = (x_in.' * x_in);
obj.e = obj.e - err(symbol) * x_in / normalizationfactor; % Weight update rule of NLMS obj.e = obj.e - err * x_in / normalizationfactor; % Weight update rule of NLMS
end end
if mod(sample,100) == 1 && showviz if mod(sample,100) == 1 && showviz
@@ -173,7 +174,7 @@ classdef VNLE < handle
drawnow; drawnow;
end end
obj.error(epoch,symbol) = err(symbol) * err(symbol)'; % Instantaneous square error obj.error(epoch,symbol) = err * err'; % Instantaneous square error
end end
end end

419
Classes/05_Lab/AwgKeysight.m Normal file
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@@ -0,0 +1,419 @@
classdef AwgKeysight
% AWG implementation only for Keysight devices:
% a) M8196A (92 GSa/s 4Ch)
% b) M8199A (128 GSa/s 4Ch) % TODO
% c) M8199A_ILV (256 GSa/s 2Ch) % TODO
% d) M8199B (256 GSa/s 2Ch) % Commands worked in 2023
% Summary of SCPI Commands:
% *IDN? — Identify the instrument.
% *RST — Reset the instrument.
% :SOUR:FREQ:RAST <frequency> — Set the DAC sample frequency.
% :OUTP<channel>:STAT ON — Enable output for a channel.
% :VOLT<channel>:LEVel[:IMMediate][:AMPLitude] — Set output voltage.
% :TRAC<channel>:DATA <data> — Load waveform data.
% :INIT:IMM — Start waveform generation.
% Construct Class:
% AWG = AwgKeysight("model","M8196A","fdac",92e9,"scaletodac",[1,1,1,1],"skews",[0,0,0,0],"voltages",[0,0,0,0.6]);
% Upload new Signal (use either normal array of doubles or Silas Informationsignal class)
% AWG.upload("Signal4",Signal);
properties(Access=protected)
model awg_model
fdac double
skews double
voltages double
scaletodac logical
numChannels double
waveformGranularity double
sampleMemorySize double
numProvidedSignals double
end
methods (Access=public)
function obj = AwgKeysight(options)
arguments
options.model awg_model
options.fdac double
options.skews double
options.voltages double
options.scaletodac logical
end
%
fn = fieldnames(options);
for n = 1:numel(fn)
try
obj.(fn{n}) = options.(fn{n});
end
end
switch obj.model
case awg_model.M8196A
obj.numChannels = 4;
obj.waveformGranularity = 128;
obj.sampleMemorySize = 512000;
case awg_model.M8199A
obj.numChannels = 4;
obj.waveformGranularity = 512;
obj.sampleMemorySize = 1024000; %to check
case awg_model.M8199A_ILV
obj.numChannels = 2;
obj.waveformGranularity = 512;
obj.sampleMemorySize = 1024000; %to check
case awg_model.M8199B
obj.numChannels = 2;
obj.waveformGranularity = 512;
obj.sampleMemorySize = 1024000; %to check
end
end
function upload(obj,channels,options)
arguments
obj
% leave this as it is! Important for further handling/ parsing
channels.signal1 Informationsignal = Informationsignal([])
channels.signal2 Informationsignal = Informationsignal([])
channels.signal3 Informationsignal = Informationsignal([])
channels.signal4 Informationsignal = Informationsignal([])
% add new optional arguments here
options.bla = 1;
end
% Every signal at this point is an Informationsignal!
% Argument block above casts everything to Informaionsignal...
% Count the number of nonempty Informationsignal
obj.numProvidedSignals = sum(structfun(@(x) ~isempty(x.signal), channels));
assert(obj.numProvidedSignals<=obj.numChannels,['Only ',num2str(obj.numChannels),' AWG Channels. User provided ',num2str(obj.numProvidedSignals),' waveforms!'])
% Additional check for invalid signals beyond available channels
if obj.numChannels == 2
% Check if Signal3 or Signal4 is nonempty
if ~isempty(channels.signal3.signal) || ~isempty(channels.signal4.signal)
error('Only 2 channels are available. Signals for Channel 3 and 4 should not be defined.');
end
end
% Extract the actual signals to cell array
unpackedSignals = {};
fn = fieldnames(channels);
for s = 1:obj.numChannels
unpackedSignals{s} = channels.(fn{s}).signal;
end
success = obj.upload_(unpackedSignals);
end
end
methods(Access=private)
function success = upload_(obj,signal)
%%%%%%%%%%%%%%%%%%%%%%
%%% PREPARE SIGNALS %%
%%%%%%%%%%%%%%%%%%%%%%
for s = 1:obj.numChannels
% assure laying row vector
signal{s} = reshape(signal{s},[1, length(signal{s})]);
% set to zeros if voltage == 0
if obj.voltages(s) == 0
signal{s} = signal{s} .* 0;
end
%scale to max DAC resolution
if obj.scaletodac(s)
factor = max(abs(signal{s}));
if factor~=0
signal{s} = signal{s}./factor;
end
end
% clip warning (if autoscale is off)
if ~isempty(signal{s})
clip(s) = sum(signal{s}>1);
if clip(s)
warning(['Clipwarning CH ',num2str(s),'. Clipped Samples', num2str(clip(s))]);
end
end
% The waveform granularity is e.g. 128. This means that the waveform length must be a multiple of this granularity. The minimum waveform length is 128 samples.
if rem(length(signal{s}),obj.waveformGranularity) ~= 0
signal{s} = [signal{s} signal{s}(:,1:(obj.waveformGranularity-rem(length(signal{s}),obj.waveformGranularity)))];
warning(['data should have a length multiple of ',num2str(obj.waveformGranularity),'!']);
end
% Digitally apply skews to the signals
if obj.skews(s) > 0
delay_sec = obj.skews(s)*1e-12;
signal{s} = delayseq(signal{s},delay_sec,obj.fdac);
end
% Scale to DAC values
signal{s} = int8(round(127 * signal{s}));
% Check signal length, truncate if too long for AWG
siglen = min(length(signal{s}),obj.sampleMemorySize);
signal{s} = signal{s}(1:siglen);
if siglen==obj.sampleMemorySize
warning(['Signal ',num2str(s),' was truncated to ',num2str(obj.sampleMemorySize),' to fit into AWG sample memory'])
end
end
%%%%%%%%%%%%%%%%%%%%%%
%%% CONNECT TO AWG %%%
%%%%%%%%%%%%%%%%%%%%%%
% read/write lock file to our ntserver/scratch
try
obj.check_lock(char(obj.model),1);
obj.lock_device(char(obj.model));
catch
warning('Could not reach ntserver to write lock!')
end
% Open Visa
switch obj.model
case awg_model.M8196A
v = visadev('TCPIP0::zizou.tf.uni-kiel.de::hislip0::INSTR');
case awg_model.M8196A
v = visadev('TCPIP0::localhost::hislip0::INSTR');
end
disp(['Connected to Instrument: ',char(v.Vendor),' ',char(v.Model),' SerNo:',char(v.SerialNumber)]);
%check if channel config matches
writeline(v,'*opt?');
aw=readline(v);
assert(obj.numChannels==sscanf(aw, '%f'),['Wrong Channel config. AWG response: ',num2str(sscanf(aw, '%f')), ' Channels']);
switch obj.model
case awg_model.M8196A
obj.writeNcheck(v,':INST:DACM FOUR');
obj.writeNcheck(v,':ABORt');
obj.writeNcheck(v,sprintf(':FREQuency:RASTer %.15g;', obj.fdac));
case awg_model.M8199B
obj.writeNcheck(v,':ABORt ''M2'''); %war auf M2, das wird wohl der CH sein oder?
obj.writeNcheck(v,sprintf(':FREQ ''M1.ClkGen'', %.15g;', obj.fdac));
end
%%%%%%%%%%%%%%%%%%%%%%
%%% UPLOAD SIGNALS %%%
%%%%%%%%%%%%%%%%%%%%%%
for chan = 1:obj.numChannels
segm_num = 1; %we usually have one segment
segm_len = length(signal{chan});%there are max signl lengths
if segm_len > 0
switch obj.model
case awg_model.M8196A
% 1) TRAC DEl - delete the previous waveform
obj.writeNcheck(v,sprintf(':TRACe%d:DELete %d', chan, segm_num));
% 2) TRAC DEF - define properties of waveform
obj.writeNcheck(v,sprintf(':TRACe%d:DEFine %d,%d', chan, segm_num, segm_len));
% 3) TRAC DATA - load the new waveform
offset = 0;
cmd = sprintf(':TRACe%d:DATA %d,%d,', chan, segm_num, offset);
binblockwrite(v, signal{chan}, 'int8', cmd);
aw = obj.writeReceiveCheck(v,'*opc?');
% 4) SET VOLTAGE (not possible to set 0v)
obj.writeNcheck(v, sprintf(':VOLTage%d:AMPLitude %g', chan, obj.voltages(chan)));
% 5) SET OUTPUTS ON/ OFF (generation not started at this point)
obj.writeNcheck(v, sprintf(':OUTPut%d ON', chan));
case awg_model.M8199B
% 1) TRAC DEl - delete the previous waveform
xfprintf(f, sprintf(':TRAC:DEL ''M2.DataOut1'', %d', segm_num), 1);
xfprintf(f, sprintf(':TRAC:DEL ''M2.DataOut2'', %d', segm_num), 1);
% 2) TRAC DEF - define properties of waveform
xfprintf(f, sprintf(':TRAC:DEF ''M2.DataOut1'', %d,%d', segm_num, len));
xfprintf(f, sprintf(':TRAC:DEF ''M2.DataOut2'', %d,%d', segm_num, len));
% 3) TRAC DATA - load the new waveform
% Example command: :TRAC:DATA 'M1.DataOut1', 1, 0 , -127,-126,,-1,0,1,,127,-127,,-1,0,1,,127
% means : :TRAC:DATA 'identifier' , <segment_id>, <offset>, <block>|<numeric_values>
cmd = sprintf(':TRAC:DATA ''M2.DataOut1'', %d,%d,', segm_num, offset);
binblockwrite(f, data(1+offset:offset+len), dataFormat, cmd);
cmd = sprintf(':TRAC:DATA ''M2.DataOut2'', %d,%d,', segm_num, offset);
binblockwrite(f, data(1+offset:offset+len), dataFormat, cmd);
% 4) SET VOLTAGE (not possible to set 0v)
xfprintf(f, sprintf(':VOLT:AMPL ''M2.DataOut1'', %gv', awg_volt(1)));
xfprintf(f, sprintf(':VOLT:AMPL ''M2.DataOut2'', %gv', awg_volt(2)));
% xfprintf(f, ':VOLT:AMPL ''M2.DataOut2'', 0.1v');
% 5) SET OUTPUTS ON/ OFF
xfprintf(f, ':OUTP ''M2.DataOut1'', ON'); %sioe 11.23: Hier habe ich absichtlich auf OFF gestellt, wenn Kanal nicht bentigt!
xfprintf(f, ':OUTP ''M2.DataOut2'', ON');
end
end
end
% Set global output on/ off to start generation
switch obj.model
case awg_model.M8196A
obj.writeNcheck(v,':INIT:IMMediate');
case awg_model.M8199B
% :OUTP:GLOB 'M1.System', OFF
obj.writeNcheck(v, ':OUTP:GLOB ''M1.System'', ON');
obj.writeNcheck(v, ':OUTP:GLOB ''M2.System'', ON');
obj.writeNcheck(v,':INIT:IMMediate ''M2''');
end
% operation ceomplete (opc)
obj.writeNcheck(v,'*OPC');
aw = obj.writeReceiveCheck(v,'*opc?');
% close visa connection
delete(v);
% delete lock file to our ntserver/scratch
try
obj.release_lock(char(obj.model));
catch
warning('Could not reach ntserver to write lock!')
end
% at this point the signal upload should be successful :-)
success = 1;
end
function writeNcheck(~,visaobj,command)
% 1) send command to intstument
% 2) check if everything is okay
writeline(visaobj,char(command));
writeline(visaobj,':syst:err?');
err_aw=readline(visaobj);
assert(strfind(err_aw,"No error"),['AWG System Error? after command: ', char(command)])
end
function [aw]=writeReceiveCheck(~,visaobj,command)
% 1) send command to intstument
% 2) receive answer from instrument
% 3) check if everything is okay
writeline(visaobj,char(command));
aw = readline(visaobj);
writeline(visaobj,':syst:err?');
err_aw=readline(visaobj);
assert(strfind(err_aw,"No error"),['AWG System Error? after command: ', char(command)])
end
function check_lock(~,aDeviceName,lock_timeout)
pause(0.2);
rdy = 0;
for n = 1:(lock_timeout*100)
pause(0.1);
if rem(n,100) == 0
display(['waiting for device lock! (' num2str(n/10) 's)']);
button = questdlg(['Lab Measurement is LOCKED! ',...
'be careful'],...
'LOCKED','Wait','Unlock','Abort Meas','Wait') ;
switch button
case {'Abort Meas' ,''}
delete(findobj('name','Simulation Status Window'));
error('Measurement aborted by the user') ;
case 'Unlock'
rdy = 1;
break;
case 'Wait'
%wait another ten secs
end
end
% file_handle = fopen(['\\ntserver\scratch\labor\lock\' aDeviceName '.lock'],'r');
file_handle = fopen([filesep, filesep, 'ntserver.tf.uni-kiel.de', filesep, 'scratch', filesep 'Labor', filesep, 'lock', filesep, aDeviceName, '.lock'],'r');
if file_handle == -1
rdy = 1;
break;
end
time_flag=datenum(clock);
dev_flag = fread(file_handle,time_flag,'double');
fclose(file_handle);
if time_flag > dev_flag+60/(24*60)
rdy = 1;
break;
end
end
if ~rdy
errordlg([aDeviceName ' is locked by someone else!!!']);
errormsg('AWG2SCOPE',[aDeviceName ' is locked by someone else!!!']);
else
end
end
function lock_device(~,aDeviceName)
file_handle = fopen([filesep, filesep, 'ntserver.tf.uni-kiel.de', filesep, 'scratch', filesep 'Labor', filesep, 'lock', filesep, aDeviceName, '.lock'],'wb');
if ~isempty(file_handle)
time_flag=datenum(clock);
fwrite(file_handle,time_flag,'double');
fclose(file_handle);
end
end
function release_lock(~,aDeviceName)
pause(0.5);
delete([filesep, filesep, 'ntserver.tf.uni-kiel.de', filesep, 'scratch', filesep 'Labor', filesep, 'lock', filesep, aDeviceName '.lock']);
end
end
end

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classdef DC_supply
% Simple control of DC supply via fixed GBIB address.
% Agilent E3646A
% No OVP or OCP implementation
% Not tested what happens if this script asks for Voltage in higher V
% Range (8V vs. 22V)
properties(Access=public)
active
voltage
end
methods (Access=public)
function obj = DC_supply(options)
arguments
options.active logical = true
options.voltage double = [0,0];
end
%
fn = fieldnames(options);
for n = 1:numel(fn)
try
obj.(fn{n}) = options.(fn{n});
end
end
assert(size(obj.voltage,1)==1,'Set Voltage for CH1 and CH2 must be given as vector [V1, V2]');
assert(size(obj.voltage,2)==2,'Set Voltage for CH1 and CH2 must be given as vector [V1, V2]');
end
function success = set(obj,options)
arguments
obj
options.voltage double = obj.voltage;
end
success = [0,0];
try
%connect to device
v = visadev("GPIB1::19::INSTR");
disp(['Connected to Instrument: ',char(v.Vendor),' ',char(v.Model),' SerNo:',char(v.SerialNumber)]);
cmd = 'INST:SEL?';
writeline(v, cmd);
prev_selected_channel = readline(v);
for ch = 1:2
% choose channel
cmd = ['INST:SEL OUT',num2str(ch)];
writeline(v, cmd);
% get current voltage level
cmd = 'VOLT?';
writeline(v, cmd);
act_volt = str2num(readline(v));
% desired voltage (round to two digits after comma)
des_volt = round(options.voltage(ch),2);
cnt = 0;
while abs(act_volt-des_volt) > 0
selected_channel = ['OUT',num2str(ch)];
% get current voltage level
cmd = 'VOLT?';
writeline(v, cmd);
act_volt = str2num(readline(v));
% difference
diff_volt = act_volt-des_volt;
% set new voltage
increment_voltage = -0.01* sign(diff_volt) ;
cmd = ['VOLT ',num2str(act_volt+increment_voltage)];
writeline(v, cmd);
cnt = cnt+1;
if mod(cnt,100) == 0
wait(1);
end
% get current voltage level
cmd = 'VOLT?';
writeline(v, cmd);
act_volt = str2num(readline(v));
end
% check if voltage is set
if act_volt ~= des_volt
hMsgBox = msgbox('An error occurred in dc supply module. Check if voltage is set correctly.');
uiwait(hMsgBox);
else
success(ch) = 1;
end
end
% choose channel
cmd = ['INST:SEL ',char(strtrim(prev_selected_channel))];
writeline(v, cmd);
%disconnect
delete(v);
catch
end
end
end
end

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classdef OptAtten < handle
% control optical attenuator Keysight N7764a via LAN
% set parameters of optical attenuator, e.g. attenuation, wavelength, etc. and read out output power from attenuator
properties(Access=public)
active %'Enable/Disable attenuator slots. Array position indexes detemines attenuator slot: [1->2 3->4 5->6 7->8]. Value determines mode: 0: off; 1: constant attenuation value; 2: constant output power';
value %'Set attenuation [dB] or constant output power [dBm]. Range attenuation [0, 45], range constant output power [-50, 20]';
speed %'Enter a desired speed for attenuation changes [dB/s]. Range: [0.1, 1000]';
wavelength %'Enter the wavelength of the applied light [nm]. Range: [1260, 1640]';
avgTime %'Enter a desired averaging time [ms]. Higher averaging times will increase stability of the readings but will slow down measurement speed. Range: [2, 1000]';
dbOffset %'A non-zero attenuation offset shifts the logarithmic attenuation scale. Then, the set attenuation value differs from the internally calibrated attenuation. Range [-200, 200]';
psetOffset %'A non-zero power offset shifts the logarithnic power scale. Then, the power reading and the set power (Pset) values differ from the internal power calibration. Range [-60, 60]';
atten_state
value_state
power_state
speed_state
wavelength_state
end
methods (Access=public)
function obj = OptAtten(options)
arguments
options.active double = [0,0,0,0];
options.value double = [0,0,0,0];
options.speed double = [1000 1000 1000 1000];
options.wavelength double = [1550 1550 1550 1550];
options.avgTime double = [2 2 2 2];
options.dbOffset double = [0 0 0 0];
options.psetOffset double = [0 0 0 0];
end
fn = fieldnames(options);
for n = 1:numel(fn)
try
obj.(fn{n}) = options.(fn{n});
end
end
end
function success = set(obj,options)
arguments
obj
options.active = obj.active; %if not used as arg of .set('active',[0,0,0,0]) method the class values are used...
options.value = obj.value;
end
try
%connect to device
v = visadev('TCPIP::134.245.243.248::INSTR');
disp(['Connected to Instrument: ',char(v.Vendor),' ',char(v.Model),' SerNo:',char(v.SerialNumber)]);
%Keysight Technologies, N7764A, MY49A00696, 1.13.1
slot = 0; %init slot number
%loop to set values for every attenuator slot
for i = 1:length(options.active)
%convert index number i into slot number
slot = 2*i - 1;
%check whether attenuator is used or unused
if ~options.active(i) %atten slot unused
writeline(v, [':OUTP' num2str(slot) ':STAT OFF']);
else %atten slot used (attenuation/const output power)
%set attenuation or output power
if options.active(i) == 1 %attenuation
if options.value(i) < 0
options.value(i) = 0;
hMsgBox = msgbox(['Value for attenuation out of range. Please consider minimum value. Attenuation set to ' num2str(options.value(i)) 'dB']);
uiwait(hMsgBox);
elseif options.value(i) > 45
options.value(i) = 45;
hMsgBox = msgbox(['Value for attenuation out of range. Please consider maximum value. Attenuation set to ' num2str(options.value(i)) 'dB']);
uiwait(hMsgBox);
end
writeline(v, [':OUTP' num2str(slot) ':POW:CONTR OFF']);
writeline(v, [':INP' num2str(slot) ':ATT ' num2str(options.value(i)) 'dB']);
elseif options.active(i) == 2 %constant output power
if options.value(i) < -50
options.value(i) = -50;
hMsgBox = msgbox(['Value for output power out of range. Please consider minimum value. Output power set to ' num2str(options.value(i)) 'dBm']);
uiwait(hMsgBox);
elseif options.value(i) > 20
options.value(i) = 20;
hMsgBox = msgbox(['Value for output power out of range. Please consider maximum value. Output set to ' num2str(options.value(i)) 'dBm']);
uiwait(hMsgBox);
end
writeline(v, [':OUTP' num2str(slot) ':POW:CONTR ON']);
writeline(v, [':OUTP' num2str(slot) ':POW ' num2str(options.value(i))]);
end
%set value for speed
if obj.speed(i) < 0.1
obj.speed(i) = 0.1;
hMsgBox = msgbox(['Value for speed out of range. Please consider minimum value. Speed set to ' num2str(obj.speed(i)) 'dB/s']);
uiwait(hMsgBox);
elseif obj.speed(i) > 1000
obj.speed(i) = 1000;
hMsgBox = msgbox(['Value for speed out of range. Please consider maximum value. Speed set to ' num2str(obj.speed(i)) 'dB/s']);
uiwait(hMsgBox);
end
writeline(v, [':INP' num2str(slot) ':ATT:SPE ' num2str(obj.speed(i))]);
%set value for wavelength
if obj.wavelength(i) < 1260
obj.wavelength(i) = 1260;
hMsgBox = msgbox(['Value for wavelength out of range. Please consider minimum value. Wavelength set to ' num2str(obj.wavelength(i)) 'nm']);
uiwait(hMsgBox);
elseif obj.wavelength(i) > 1640
obj.wavelength(i) = 1640;
hMsgBox = msgbox(['Value for wavelength out of range. Please consider maximum value. Wavelength set to ' num2str(obj.wavelength(i)) 'nm']);
uiwait(hMsgBox);
end
wavelength_nm = obj.wavelength(i) * 1e-9;
writeline(v, [':INP' num2str(slot) ':WAV ' num2str(wavelength_nm)]);
%set value for averaging times
if obj.avgTime(i) < 2
obj.avgTime(i) = 2;
hMsgBox = msgbox(['Value for average time out of range. Please consider minimum value. Average time set to ' num2str(obj.avgTime(i)) 'ms']);
uiwait(hMsgBox);
elseif obj.avgTime(i) > 1000
obj.avgTime(i) = 1000;
hMsgBox = msgbox(['Value for average time out of range. Please consider maximum value. Average time set to ' num2str(obj.avgTime(i)) 'ms']);
uiwait(hMsgBox);
end
avgTime_sec = obj.avgTime(i) / 1000;
writeline(v, [':OUTP' num2str(slot) ':ATIM ' num2str(avgTime_sec)]);
%set value for attenuation offset and output power offset
if obj.dbOffset(i) < -200
obj.dbOffset(i) = -200;
hMsgBox = msgbox(['Value for attenuation offset out of range. Please consider minimum value. Attenuation offset set to ' num2str(obj.dbOffset(i)) 'dB']);
uiwait(hMsgBox);
elseif obj.dbOffset(i) > 200
obj.dbOffset(i) = 200;
hMsgBox = msgbox(['Value for attenuation out of range. Please consider maximum value. Attenuation offset set to ' num2str(obj.dbOffset(i)) 'dB']);
uiwait(hMsgBox);
end
writeline(v, [':INP' num2str(slot) ':OFFS ' num2str(obj.dbOffset(i)) 'dB']);
if obj.psetOffset < -60
obj.psetOffset = -60;
hMsgBox = msgbox(['Value for output power offset out of range. Please consider minimum value. Output power offset set to ' num2str(obj.psetOffset(i)) 'dBm']);
uiwait(hMsgBox);
elseif obj.psetOffset > 60
obj.psetOffset = 60;
hMsgBox = msgbox(['Value for output power offset out of range. Please consider maximum value. Output power offset set to ' num2str(obj.psetOffset(i)) 'dBm']);
uiwait(hMsgBox);
end
writeline(v, [':OUTP' num2str(slot) ':POW:OFFS ' num2str(obj.psetOffset(i))]);
%turn on attenuator slot
writeline(v, [':OUTP' num2str(slot) ':STAT ON']);
end
end
%pause 2 seconds before measuring output power
pause(2);
%read output power from attenuator and save to state.ouputpower
for i = 1:length(options.active)
if options.active(i)
%convert index number i into slot number
slot = 2*i - 1;
%read and save
writeline(v, [':READ' num2str(slot) ':POW?']);
state.outputpower(i) = sscanf(readline(v),'%f');
end
end
%create warning message when measured output power differs from
%set output power by 2dB.
for i = 1:length(options.active)
if options.active(i) == 2
%determine absolute difference
differ = abs(state.outputpower(i)-options.value(i));
%create msgbox when necessary
if differ >= 2
hMsgBox = msgbox(['Output Power at attenuator slot ' num2str(2) ' differs by 2dB or more!']);
uiwait(hMsgBox);
end
end
end
%create output
silent = 0;
if silent
for i = 1:length(options.active)
if options.active(i) == 2
% Output power mode:
%differ = abs(state.outputpower(i)-options.value(i));
ch_info_txt = ['OptAtten: ',num2str(i),' -> Desired: ',num2str(options.value(i)),' dBm; Cur Output: ',num2str(state.outputpower(i)),'dBm'];
disp(ch_info_txt);
else
ch_info_txt = ['OptAtten: ',num2str(i),' -> Attenuated by: ',num2str(options.value(i)),' dB; Cur Output: ',num2str(state.outputpower(i)),'dBm'];
disp(ch_info_txt);
end
end
end
%disconnect
delete(v);
obj.readvals();
catch error
%disconnect if error occurrs
delete(v);
hMsgBox = msgbox('An error occurred while connecting or writing to the attenuator. Please try again. Otherwise, please restart MATLAB. For more information see error message in command window.');
uiwait(hMsgBox);
rethrow(error);
end
end
function readvals(obj,options)
arguments
obj
options.print2console = 0;
end
try
%connect to device
v = visadev('TCPIP::134.245.243.248::INSTR');
cnt = 1;
for s = 1:2:7
writeline(v, [':OUTP' num2str(s) ':POW?']);
line = readline(v);
answer = sscanf(line,'%f');
obj.value_state(cnt) = answer;
writeline(v, [':READ' num2str(s) ':POW?']);
line = readline(v);
answer = sscanf(line,'%f');
obj.power_state(cnt) = answer;
writeline(v, [':READ' num2str(s) ':POW?']);
line = readline(v);
answer = sscanf(line,'%f');
obj.power_state(cnt) = answer;
writeline(v, [':INP' num2str(s) ':ATT?']);
line = readline(v);
answer = sscanf(line,'%f');
obj.atten_state(cnt) = answer;
writeline(v, [':INP' num2str(s) ':WAV?']);
line = readline(v);
answer = sscanf(line,'%f');
obj.wavelength_state(cnt) = answer;
writeline(v, [':INP' num2str(s) ':WAV?']);
line = readline(v);
answer = sscanf(line,'%f');
obj.speed_state(cnt) = answer;
cnt = cnt+1;
end
delete(v);
catch error
%disconnect if error occurrs
delete(v);
hMsgBox = msgbox('An error occurred while connecting or writing to the attenuator. Please try again. Otherwise, please restart MATLAB. For more information see error message in command window.');
uiwait(hMsgBox);
rethrow(error);
end
end
end
end

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classdef ScopeKeysight
%NAME Summary of this class goes here
% Detailed explanation goes here
properties(Access=public)
model scope_model
fadc scope_fadc
channel
autoScale
extRef
removeDC
interpolate
recordLen
IPaddress
end
methods (Access=public)
function obj = ScopeKeysight(options)
%NAME Construct an instance of this class
% Detailed explanation goes here
arguments
options.model scope_model = scope_model.DSAZ634A;
options.fadc scope_fadc = scope_fadc.GSa_160;
options.channel logical = [0,0,0,0];
options.autoScale logical = 0;
options.extRef logical = 1;
options.removeDC logical = 1;
options.interpolate logical = 0;
options.recordLen double = 1000000;
options.IPaddress
end
%
fn = fieldnames(options);
for n = 1:numel(fn)
try
obj.(fn{n}) = options.(fn{n});
end
end
switch obj.model
case scope_model.DSAZ634A
case scope_model.UXR1102A
end
end
function recordedSignals = read(obj,options)
arguments
obj
options.channel logical = obj.channel
end
%%%%%%%%%%%%%%%%%%%%%%%%
%%% CONNECT TO SCOPE %%%
%%%%%%%%%%%%%%%%%%%%%%%%
if isempty(obj.IPaddress)
switch obj.model
case scope_model.DSAZ634A
v=visadev('TCPIP0::keysight.tf.uni-kiel.de::inst0::INSTR');% TCPIP0::127.0.0.1::inst0::INSTR
case scope_model.UXR1102A
v=visadev('TCPIP0::testscope.tf.uni-kiel.de::inst0::INSTR');% TCPIP0::127.0.0.1::inst0::INSTR
case scope_model.UXR1104A
v=visadev('TCPIP0::134.245.243.223::inst0::INSTR');
end
else
try
ressourceName=['TCPIP0::',char(obj.IPaddress),'::inst0::INSTR'];
v=visadev(ressourceName);
catch
error(['Could not connect to instrument using VISA. Check VISA ressourcename -> ', ressourceName]);
end
end
disp(['Connected to Instrument: ',char(v.Vendor),' ',char(v.Model),' SerNo:',char(v.SerialNumber)]);
% Check if Scope is ready to go
opdone = 0;
acqdone = 0;
procdone = 0;
while ~opdone || ~acqdone || ~procdone
opdone = sscanf(obj.writeReceiveCheck(v,'*opc?'), '%f');
acqdone = sscanf(obj.writeReceiveCheck(v,'ader?'), '%f');
procdone = sscanf(obj.writeReceiveCheck(v,'pder?'), '%f');
pause(0.005);
end
armed = sscanf(obj.writeReceiveCheck(v,'aer?'), '%f');
scope_state = strtrim(obj.writeReceiveCheck(v,'RSTate?'));
% Set sample rate / activate real edge
if obj.fadc == scope_fadc.GSa_160
obj.writeNcheck(v,':ACQuire:REDGe 1');
if length(obj.channel)>1
if obj.channel(2) == 1
error("CH 2 is invalid for Real Edge configuration. ONLY use channel 1 and 3 as shown on scope! Simply use [1,0,1,0] as channel config to record 1 and 3.")
end
elseif length(obj.channel)>3
if obj.channel(2) == 1 || obj.channel(4) == 1
error("CH 2 is invalid for Real Edge configuration. ONLY use channel 1 and 3 as shown on scope! Simply use [1,0,1,0] as channel config to record 1 and 3.")
end
end
else
obj.writeNcheck(v,':ACQuire:REDGe 0');
obj.writeNcheck(v,':ACQuire:SRATe %u',double(obj.fadc).*1e9);
end
%
for n = find(obj.channel == 1)
obj.writeNcheck(v,sprintf(':CHANnel%u:DISPlay ON',n));% display captured data trace
end
if obj.autoScale
obj.writeNcheck(v,':AUTOscale');
for n = 1:4
range = str2double(obj.writeReceiveCheck(v,sprintf(':CHANnel%u:RANGe?',n)));
obj.writeNcheck(v,sprintf(':CHANnel%u:RANGe %.3f',n,range/1.2));
end
else
obj.writeNcheck(v,':SINGLE');
end
if obj.extRef
switch obj.model
case scope_model.DSAZ634A
obj.writeNcheck(v,':TIMebase:REFClock HFR');
case scope_model.UXR1102A || scope_model.UXR1104A
obj.writeNcheck(v,':TIMebase:REFClock 1');
end
REFclock = strtrim(obj.writeReceiveCheck(v,':TIMebase:REFClock?'));
if ~strcmp(REFclock,'HFR')
obj.writeNcheck(v,':TIMebase:REFClock ON');
REFclock = strtrim(obj.writeReceiveCheck(v,':TIMebase:REFClock?'));
assert(~(strcmp(REFclock,'OFF') || strcmp(REFclock,'0')),'No Refclock found: Using internal')
end
else
obj.writeNcheck(v,':TIMebase:REFClock 0');
end
if obj.interpolate
obj.writeNcheck(v,'ACQ:INTerpolate INT16');
obj.writeNcheck(v,sprintf(':ACQuire:POINts %u',obj.recordLen+100));
else
obj.writeNcheck(v,sprintf(':ACQuire:POINts %u',obj.recordLen+100));
obj.writeNcheck(v,'ACQ:INTerpolate OFF');
end
obj.writeNcheck(v,':SYSTem:HEADer OFF'); % turn off system headers
obj.writeNcheck(v,':WAVEFORM:FORMAT WORD');% set the data format type to WORD
obj.writeNcheck(v,':WAVEFORM:BYTeorder LSBFirst');% Setup transfer of LSB first
obj.writeNcheck(v,':WAVEFORM:STReaming off');% Turn off waveform streaming
for n = find(obj.channel == 1)
obj.writeNcheck(v,sprintf(':CHANnel%u:DISPlay ON',n));% display captured data trace
end
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%% Acquire Data from Scope %%%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
obj.writeNcheck(v,':DIGitize');
recordedSignals = cell(size(obj.channel));
for n = find(obj.channel == 1)
% record
recordedSignals{n} = obj.readChannel(v,n);
% cut "safety samples" that were added at the end
recordedSignals{n} = recordedSignals{n}(1:obj.recordLen);
if obj.removeDC
recordedSignals{n} = recordedSignals{n}-mean(recordedSignals{n});
end
obj.writeNcheck(v,sprintf(':CHANnel%u:DISPlay ON',n));
end
% fill all other channels with nothing
for n = find(obj.channel == 0)
recordedSignals{n} = [];
end
obj.writeNcheck(v,sprintf(':%s',scope_state));
obj.writeNcheck(v,'*OPC?');
opdone = 0;
acqdone = 0;
procdone = 0;
while ~opdone || ~acqdone || ~procdone
opdone = sscanf(obj.writeReceiveCheck(v,'*opc?'), '%f');
acqdone = sscanf(obj.writeReceiveCheck(v,'ader?'), '%f');
procdone = sscanf(obj.writeReceiveCheck(v,'pder?'), '%f');
pause(0.005);
end
end
end
methods (Access=private)
function captured_signal = readChannel(obj, v, aCH)
Format = 'word';
if strcmpi(Format,'word')
nBytes = 2;
blockReadType = 'int16';
elseif strcmpi(Format,'byte')
nBytes = 1;
blockReadType = 'int8';
else
error('Param.Format not recognized');
end
maxBlockSize = pow2(20);
obj.writeNcheck(v,sprintf(':WAVeform:SOURce CHANnel%u',aCH)); % read x origin:WAVeform:SOURce
xOrg = str2double(obj.writeReceiveCheck(v,':wav:xor?'));% read x origin
xInc = str2double(obj.writeReceiveCheck(v,':wav:xinc?'));% read x increment => 1/fadc
xRef = str2double(obj.writeReceiveCheck(v,':wav:xref?'));
yOrg = str2double(obj.writeReceiveCheck(v,':wav:yor?'));% read y origin
yInc = str2double(obj.writeReceiveCheck(v,':wav:yInc?'));% read y increment
yRef = str2double(obj.writeReceiveCheck(v,':wav:yref?'));
points = str2double(obj.writeReceiveCheck(v,':wav:points?'));
% timerperiod = max(10,1e-6*points*nBytes);
% set(v,'TimerPeriod',timerperiod);
timeout = min([max(10,1e-6*points*nBytes) 1000]);
set(v,'Timeout',timeout);
blockSize = min(pow2(ceil(log2(points))),maxBlockSize);
set(v,'InputBufferSize',nBytes*blockSize);
blockCount = int8(ceil(max(1,points/blockSize)));
for block = 0:blockCount - 1
startPoint = double(block) * blockSize + 1;
endPoint = min((double(block + 1)) * blockSize,points);
pointsRead = endPoint - startPoint + 1;
obj.writeNcheck(v, sprintf(':wav:data? %d,%d', startPoint, pointsRead));
%Wfm.data(startPoint:endPoint,1) = binblockread(v,blockReadType); %old Matlab
data(startPoint:endPoint,1) = readbinblock(v,blockReadType);
Junk = fread(v,1,'schar'); %#ok Read out end of file character.
end
%scale the signal back to volt
captured_signal = data*yInc+yOrg;
end
function writeNcheck(~,visaobj,command)
% 1) send command to intstument
% 2) check if everything is okay
writeline(visaobj,char(command));
% writeline(visaobj,':syst:err?');
% err_aw=readline(visaobj);
% assert(strfind(err_aw,"No error"),['AWG System Error? after command: ', char(command)])
end
function [aw]=writeReceiveCheck(~,visaobj,command)
% 1) send command to intstument
% 2) receive answer from instrument
% 3) check i f everything is okay
writeline(visaobj,char(command));
aw = readline(visaobj);
% writeline(visaobj,':syst:err?');
% err_aw=readline(visaobj);
% assert(strfind(err_aw,"No error"),['AWG System Error? after command: ', char(command)])
end
end
end

10
Datatypes/awg_model.m Normal file
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@@ -0,0 +1,10 @@
classdef awg_model < int32
enumeration
M8196A (1)
M8199A (2)
M8199A_ILV (3)
M8199B (4)
end
end

22
Datatypes/scope_fadc.m Normal file
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@@ -0,0 +1,22 @@
classdef scope_fadc < int32
enumeration
GSa_2_5 (2.5) %Gigasamples
GSa_4 (4) %Gigasamples
GSa_5 (5) %Gigasamples
GSa_10 (10) %Gigasamples
GSa_20 (20)
GSa_40 (40)
GSa_80 (80)
GSa_160 (160)
GSa_256 (256)
end
methods
function val = getValue(obj)
val = double(obj); % Convert int32 to double to get the numeric value
end
end
end

9
Datatypes/scope_model.m Normal file
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@@ -0,0 +1,9 @@
classdef scope_model < int32
enumeration
DSAZ634A (1)
UXR1102A (2)
UXR1104A (3)
end
end

16
Tests/05_Lab/DC_Supply_test.m Normal file
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@@ -0,0 +1,16 @@
classdef DC_Supply_test < matlab.unittest.TestCase
% Test class for DC_Supply
methods (Test)
function testExample(testCase)
% Example test case for DC_Supply
% Add your test code here
dc_supply = DC_supply("voltage",[0,9],"active",1);
dc_supply.set();
testCase.verifyTrue(true);
end
end
end

1
Tests/generateTests.m
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@@ -5,6 +5,7 @@ function generateTests()
else else
end end
% Define the root folders for classes and tests % Define the root folders for classes and tests
classesFolder = 'Classes'; % Folder containing the class files classesFolder = 'Classes'; % Folder containing the class files
testsFolder = 'Tests'; % Folder where test files should be created testsFolder = 'Tests'; % Folder where test files should be created

146
projects/Lab_2024/lab_minimal.m Normal file
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@@ -0,0 +1,146 @@
%%% SIR Sweep for MPI Experiment %%%
params = struct;
params.i_atten = 10;
wh = DataStorage(params);
wh.addStorage("ber");
wh.addStorage("sir");
wh.addStorage("pd_in");
playandrecord = 0;
precomp_mode = 2; %0=do nothing ; 1= measure; 2=precomp active
M = 4;
pn_key = 2;
usemrds = 0;
fdac = 92e9;
fsym = 92e9;
fadc = 160e9;
rrcalpha = 0.05;
v_bias = 2.27;
i_atten = 40;
pd_in_desired = 7;
disp(['Start Measurement of ',num2str(prod(wh.dim)),' loops...'])
%%%%% SET Volatges %%%%%%
dcs = DC_supply("active",[1,1],"voltage",[v_bias, 9]);
dcs.set("voltage",[v_bias, 9]);
voa = OptAtten("active",[0,2,1,1],"value",[0,pd_in_desired,0,i_atten],"wavelength",[1310,1310,1310,1310]);
voa.set('active',[0,2,1,1],'value',[0,pd_in_desired,0,i_atten]);
voa.readvals();
%%%%% SET Volatges %%%%%%
if 1
precomp_path = "C:\Users\sioe\Documents\MATLAB\imdd_simulation\projects\standard_system\";
precomp_fn = "lab_mpi_setup_2";
else
precomp_path = "C:\Users\sioe\Documents\MATLAB\model-collection\sioe_models\Labor_2024\Lab_PAM4\";
precomp_fn = "precomp_bla__loop1_1";
end
%%%%% Symbol Generation %%%%%%
Pform = Pulseformer("fsym",fsym,"fdac",4*fsym,"pulse","rrc","pulselength",16,"rrcalpha",rrcalpha);
[Digi_sig,Symbols,Bits] = PAMsource("fsym",fsym,"M",M,"order",18,"useprbs",1,...
"fs_out",fdac,"applyclipping",0,"clipfactor",1.7,...
"applypulseform",0,"pulseformer",Pform,"randkey",pn_key,...
"db_precode",0,...
"mrds_code",usemrds,"mrds_blocklength",512).process();
if precomp_mode == 1 % measure channel
freqresp = ChannelFreqResp("Nacq",1024,"Navg",64,"Ncp",63,'f_ref',Digi_sig.fs);
Digi_sig = freqresp.buildOFDM();
elseif precomp_mode == 2 % apply precomp
freqresp = ChannelFreqResp("Nacq",1024,"Navg",64,"Ncp",63,'f_ref',Digi_sig.fs);
Digi_sig = freqresp.precomp(Digi_sig,'maxampdb',3,'loadPath',precomp_path,'fileName',precomp_fn);
end
%%%%% AWG %%%%%%
AWG = AwgKeysight("model","M8196A","fdac",fdac,"scaletodac",[1,1,1,1],"skews",[0,0,0,0],"voltages",[0,0,0,0.62]);
AWG.upload("signal4",Digi_sig);
for i_atten = wh.parameter.i_atten.values
%%%%% SET ATTENUATOR %%%%%%
voa.set('active',[0,2,1,1],'value',[0,7,0,i_atten]);
%%%%% Scope %%%%%%
SCP = ScopeKeysight("model","DSAZ634A",'autoscale',1,"fadc",'GSa_160',"channel",[1],"recordLen",2000000,"removeDC",1);
Scpe_sig = SCP.read();
Scpe_sig = Electricalsignal(Scpe_sig{1},"fs",fadc);
% Scpe_sig.spectrum("displayname",'Rx Signal','fignum',10);
%%%%%% Sample to 2x fsym %%%%%%
Scpe_sig = Scpe_sig.resample("fs_in",160e9,"fs_out",2*92e9);
if precomp_mode == 1
freqresp.estimate(Scpe_sig,"save",true,"savePath",precomp_path,"fileName",precomp_fn);
freqresp.plot();
end
%%%%%% Sync Rx signal with reference %%%%%%
[Scpe_sig,S] = Scpe_sig.tsynch("reference",Symbols,"fs_ref",fsym);
Scpe_sig.eye(fsym,M);
%%%%% EQUALIZE %%%%%%
Eq_ffe_only = FFE("epochs_tr",5,"epochs_dd",5,"len_tr",4096*2,"mu_dd",1e-4,"mu_tr",0,"order",25,"sps",2,"decide",0);
ber_ffe_only = runEQ(Eq_ffe_only,Scpe_sig,Symbols,Bits,M);
Eq_move_it = EQ("Ne",[50,7,7],"Nb",[0,0,0],"training_length",4096*2,"training_loops",5,"dd_loops",5,"K",2,"DCmu",0.05,"DDmu",[0.0004 0.0004 0.0004 0.0004 ],"DFEmu",0.005,"FFEmu",0,"plotfinal",0,"ideal_dfe",1);
ber_move_it = runEQ(Eq_move_it,Scpe_sig,Symbols,Bits,M);
Eq_nonlin = EQ("Ne",[50,7,7],"Nb",[0,0,0],"training_length",4096*2,"training_loops",5,"dd_loops",5,"K",2,"DCmu",0.0,"DDmu",[0.0004 0.0004 0.0004 0.0004 ],"DFEmu",0.005,"FFEmu",0,"plotfinal",0,"ideal_dfe",1);
%VNLE("epochs_tr",5,"epochs_dd",5,"len_tr",4096*2,"mu_dd",[0.0004 0.0005 0.0006],"mu_tr",0,"order",[50,7,7],"sps",2,"decide",0);
ber_nonlin = runEQ(Eq_nonlin,Scpe_sig,Symbols,Bits,M);
Eq_adaptive_decision = FFE_adaptive_decision("epochs_tr",5,"epochs_dd",5,"len_tr",4096*2,"mu_dd",1e-4,"mu_tr",0,"order",25,"sps",2,"decide",0,"buffer_length",80);
ber_adaptive_decision = runEQ(Eq_adaptive_decision,Scpe_sig,Symbols,Bits,M);
FFE_FFDCAVG("epochs_tr",5,"epochs_dd",5,"len_tr",4096*2,"mu_dd",1e-4,"mu_tr",0,"order",25,"sps",2,"decide",0,"mu_buff",128);
ber_ff_dcavg = runEQ(FFE_FFDCAVG,Scpe_sig,Symbols,Bits,M);
Eq_feedback_removal = FFE_DCremoval("epochs_tr",5,"epochs_dd",5,"len_tr",4096*2,"mu_dd",1e-4,"mu_tr",0,"order",25,"sps",2,"decide",0,"mu_dc",0.05,"dc_buffer_len",1);
ber_feedback_removal = runEQ(Eq_feedback_removal,Scpe_sig,Symbols,Bits,M);
sir = voa.power_state(3)-voa.power_state(4);
pd_in = voa.power_state(2);
disp(['BER: ',sprintf('%.1E',ber_eq),' | SIR: ',num2str(sir),' dB | PD_in: ',num2str(pd_in),' dBm']);
wh.addValueToStorage(ber_eq,'ber',i_atten);
wh.addValueToStorage(sir,'sir',i_atten);
wh.addValueToStorage(pd_in,'pd_in',i_atten);
end
cols = linspecer(8);
sir_vals = wh.parameter.i_atten.values;
bers = wh.getStoValue('ber',sir_vals);
figure(44);
a = gca;
hold on; % Retain the plot so new points can be added without complete redraw
plot(sir_vals,bers,"LineWidth",0.5,"LineStyle","-","Marker",".","MarkerSize",15,"DisplayName","FFE only");
yline(3.8e-3,'DisplayName','HD-FEC','LineStyle','--','HandleVisibility','off');
xlabel('Received Optical Power (dBm)');
ylabel('Bit Error Rate (BER)');
title('Bit Error Rate vs. ROP');
set(gca,'yscale','log');
set(gca,'Box','on');
grid on;
grid minor
legend

13
projects/Lab_2024/runEQ.m Normal file
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@@ -0,0 +1,13 @@
function BER = runEQ(Eq_class,Scpe_sig,Symbols,Bits,M)
[EQ_sig] = Eq_class.process(Scpe_sig,Symbols);
error = EQ_sig-Symbols;
error.spectrum("displayname",['Error PSD after: ',inputname(1),' '],'fignum',564);
Rx_bits = PAMmapper(M,0).demap(EQ_sig);
[~,errors_bm,BER,errors] = calc_ber(Rx_bits.signal,Bits.signal,"skip_front",100,"skip_end",150,"returnErrorLocation",1);
end

59
projects/Lab_analysis/eq_lab.m Normal file
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@@ -0,0 +1,59 @@
%% Parameter to simulate and save
params = struct;
params.M = [4];
params.datarate = [300];
params.rop = [0];
precomp_mode = 2; %0=do nothing ; 1= measure; 2=precomp active
if ismac
precomp_path = "/Users/silasoettinghaus/Documents/MATLAB/imdd_simulation/projects/standard_system";
else
precomp_path = "C:\Users\Silas\Documents\MATLAB\imdd_simulation\projects\standard_system\";
end
precomp_fn = "400G_simulative_setup";
usemrds = 0;
name = ['wh_',strrep(num2str(now),'.','')];
wh = DataStorage(params);
wh.addStorage("ber_ffe");
%% Init Params
link_length = 0; %meter
pn_key = 2;
laser_linewidth = 0;
endcnt = prod(wh.dim);
cnt=0;
disp(['Start Simulation of ',num2str(endcnt),' loops...'])
tic
% SETUP HERE: %%
fsym = 92e9;
Symbols = Informationsignal(digi_mod_out',"fs",92e9);
Scpe_sig = Electricalsignal(awg2scope_keysight_out.no1',"fs",160e9);
Scpe_sig = Scpe_sig.resample("fs_in",160e9,"fs_out",2*92e9);
Bits = Informationsignal(prms_out',"fs",92e9);
%%%%%% Sync Rx signal with reference %%%%%%
[Scpe_sig,S] = Scpe_sig.tsynch("reference",Symbols,"fs_ref",fsym);
%%%%% EQUALIZE %%%%%%
% Eq = FFE("epochs_tr",5,"epochs_dd",5,"len_tr",4096*2,"mu_dd",1e-4,"mu_tr",0,"order",25,"sps",2,"decide",1);
Eq = VNLE("epochs_tr",5,"epochs_dd",5,"len_tr",4096*2,"mu_dd",[0.0004 0.0005 0.0006],"mu_tr",0,"order",[50,7,7],"sps",2,"decide",1);
[EQ_sig] = Eq.process(Scpe_sig,Symbols);
Rx_bits = PAMmapper(M,0).demap(EQ_sig);
[~,errors_bm,ber_ffe,errors] = calc_ber(Rx_bits.signal,Bits.signal,"skip_front",100,"skip_end",150,"returnErrorLocation",1);
disp(['BER: ',sprintf('%.1E',ber_ffe),' - - - ',num2str(fsym*1e-9),' GBd']);

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8
projects/standard_system/imdd_minimal_2.m
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@@ -17,7 +17,7 @@ db_channelapproach = 0;
if ismac if ismac
precomp_path = "/Users/silasoettinghaus/Documents/MATLAB/imdd_simulation/projects/standard_system"; precomp_path = "/Users/silasoettinghaus/Documents/MATLAB/imdd_simulation/projects/standard_system";
else else
precomp_path = "C:\Users\Silas\Documents\MATLAB\imdd_simulation\projects\standard_system\"; precomp_path = "C:\Users\sioe\Documents\MATLAB\imdd_simulation\projects\standard_system\";
end end
precomp_fn = "400G_simulative_setup"; precomp_fn = "400G_simulative_setup";
@@ -157,7 +157,7 @@ for M = wh.parameter.M.values
Scpe_sig = Scpe_sig.resample("fs_in",fadc,"fs_out",2*fsym); Scpe_sig = Scpe_sig.resample("fs_in",fadc,"fs_out",2*fsym);
%%%%%% Sync Rx signal with reference %%%%%% %%%%%% Sync Rx signal with reference %%%%%%
[Scpe_sig,D,cuts] = Scpe_sig.tsynch("reference",Symbols,"fs_ref",fsym); [Scpe_sig,S] = Scpe_sig.tsynch("reference",Symbols,"fs_ref",fsym);
%%%%% EQUALIZE %%%%%% %%%%% EQUALIZE %%%%%%
Eq = FFE("epochs_tr",5,"epochs_dd",5,"len_tr",4096*2,"mu_dd",1e-4,"mu_tr",0,"order",25,"sps",2,"decide",0); Eq = FFE("epochs_tr",5,"epochs_dd",5,"len_tr",4096*2,"mu_dd",1e-4,"mu_tr",0,"order",25,"sps",2,"decide",0);
@@ -208,7 +208,7 @@ for M = wh.parameter.M.values
for i = 1:i_ for i = 1:i_
rop=wh.parameter.rop.values(i); rop=wh.parameter.rop.values(i);
wh.addValueToStorage(ber_ffe(i) ,'ber_ffe',M,datarate,rop); wh.addValueToStorage(ber_ffe(i),'ber_ffe',M,datarate,rop);
end end
@@ -235,8 +235,6 @@ a = gca;
hold on; % Retain the plot so new points can be added without complete redraw hold on; % Retain the plot so new points can be added without complete redraw
plot(wh.parameter.rop.values,ber_ffe,"LineWidth",0.5,"LineStyle","-","Marker",".","MarkerSize",15,"DisplayName","FFE only"); plot(wh.parameter.rop.values,ber_ffe,"LineWidth",0.5,"LineStyle","-","Marker",".","MarkerSize",15,"DisplayName","FFE only");
yline(3.8e-3,'DisplayName','HD-FEC','LineStyle','--','HandleVisibility','off'); yline(3.8e-3,'DisplayName','HD-FEC','LineStyle','--','HandleVisibility','off');
xlabel('Received Optical Power (dBm)'); xlabel('Received Optical Power (dBm)');
ylabel('Bit Error Rate (BER)'); ylabel('Bit Error Rate (BER)');

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test/awg_test.m Normal file
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@@ -0,0 +1,15 @@
if 0
AWG = AwgKeysight("model","M8196A","fdac",92e9,"scaletodac",[1,1,1,1],"skews",[0,0,0,0],"voltages",[0,0,0,0.6]);
tx_sig = Electricalsignal(clip_out,"fs",92e9);
tic
AWG.upload("signal4",clip_out);
toc
end
SCP = ScopeKeysight("model","DSAZ634A",'autoscale',1,"fadc",'GSa_160',"channel",[1],"recordLen",2000000);
signals = SCP.read();