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implemented task4 1-4, documentation needs to be written

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ti_mo
2026-06-26 19:07:26 +02:00
parent edbc22bcf6
commit fdf21361e9
9 changed files with 2850 additions and 16 deletions
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lab_5/lab_5.m
+15 -4
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@@ -13,12 +13,17 @@ satConfig.orbitPropagator = "two-body-keplerian";
groundStation.Lat = 52.515744683039436; groundStation.Lat = 52.515744683039436;
groundStation.Lon = 13.325825073341306; groundStation.Lon = 13.325825073341306;
groundStation.Name = "HFT building at Einsteinufer 25"; groundStation.Name = "HFT building at Einsteinufer 25";
% below altitude was taken from:
% https://www.randymajors.org/elevation-on-google-maps?x=13.3258251&y=52.5157447&cx=13.3258251&cy=52.5157447&zoom=15&labels=show % https://www.randymajors.org/elevation-on-google-maps?x=13.3258251&y=52.5157447&cx=13.3258251&cy=52.5157447&zoom=15&labels=show
groundStation.Altitude = 37; groundStation.Altitude = 37;
calc_task1 = true; % configure which task should be calculated
calc_task2 = true; calc_task1 = false;
calc_task3 = true; calc_task2 = false;
calc_task3 = false;
calc_task4 = false;
calc_task4_4 = true;
if calc_task1 if calc_task1
task1; task1;
@@ -40,4 +45,10 @@ if calc_task3
end end
task3; task3;
end end
if calc_task4 || calc_task4_4
only_define_baseline_vars = true;
task2;
only_define_baseline_vars = false;
task4;
end
lab_5/leo_satellite_pass.md
+26
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@@ -1,3 +1,11 @@
<style>
newpage{
display: block;
page-break-after: always;
break-after: page;
}
</style>
<h2 style="text-align: center;"> <h2 style="text-align: center;">
Lab 5 - Wireless Networking Technologies Lab 5 - Wireless Networking Technologies
</h2> </h2>
@@ -187,6 +195,8 @@ requiredAntennaGain = max(requiredTxPower - amplifiedTxPower, 0);
With the 30dB amplifier, the remaining required antenna gain is between 30.99dB and 57.54dB. With the 30dB amplifier, the remaining required antenna gain is between 30.99dB and 57.54dB.
<newpage></newpage>
### Task3 ### Task3
#### 3.1 #### 3.1
@@ -209,6 +219,22 @@ The blue line shows the Doppler shift returned by MATLAB's `dopplershift` functi
In this scenario, Doppler shift can support localization because it constrains the relative radial motion between satellite and ground station. However, Doppler alone is not sufficient for unique localization: the satellite orbit, time, and additional measurements such as range or elevation are still required. In this scenario, Doppler shift can support localization because it constrains the relative radial motion between satellite and ground station. However, Doppler alone is not sufficient for unique localization: the satellite orbit, time, and additional measurements such as range or elevation are still required.
### Task4
#### 4.1 - 4.3
![PER over SNR sweep with pre-compensation](per_over_snr_doppler_pre_compensation.svg)
The plot compares the PER over SNR without Doppler pre-compensation, with ideal pre-compensation, and with imperfect pre-compensation errors of 10 Hz, 100 Hz, 1000 Hz, and 5000 Hz.
Only small differences between the curves are visible. The maximum PER difference between no pre-compensation and ideal pre-compensation is 0.018, which corresponds to about 18 packets out of 1000. Therefore, Doppler pre-compensation has only a small visible effect in this simulation setup.
A likely reason is that the 802.11 receiver still performs coarse and fine CFO correction using the WiFi preamble. Pilot tracking is disabled as required by the task, but the preamble-based CFO correction is still active. Because of this, even the case without transmitter-side pre-compensation can still decode many packets successfully. The additional benefit of ideal pre-compensation is therefore limited at the simulated 2.4 GHz carrier frequency.
#### 4.4
For this compare only the test with ideal pre-compensation and without pre-compensation is run.
#### Special Thanks #### Special Thanks
This lab was solved with contribution of GPT 5.5. This lab was solved with contribution of GPT 5.5.
lab_5/per_over_snr_doppler_pre_compensation.svg
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font-family="Helvetica" font-size="22" font-weight="700" font-style="normal"
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font-family="Helvetica" font-size="18" font-weight="400" font-style="normal"
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<text fill="#212121" fill-opacity="1" stroke="none" xml:space="preserve" x="0" y="-0.140625" font-family="Helvetica" font-size="18" font-weight="400" font-style="normal"
>none</text>
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>5000Hz</text>
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lab_5/per_over_snr_freq.svg
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lab_5/perform_access_analysis.m
+5 -2
View File
@@ -1,4 +1,4 @@
function res = perform_access_analysis(satSim, queryTime) function res = perform_access_analysis(satSim, queryTime, carrierFrequency)
sat = satSim.sat; sat = satSim.sat;
ue = satSim.ue; ue = satSim.ue;
@@ -17,7 +17,10 @@ function res = perform_access_analysis(satSim, queryTime)
res.distanceToSatellite = r; res.distanceToSatellite = r;
res.elevationAngleToSatellite = el; res.elevationAngleToSatellite = el;
carrierFrequency = 2.4e9; if nargin < 3
carrierFrequency = 2.4e9;
end
[fshift,~,dopplerInfo] = dopplershift( ... [fshift,~,dopplerInfo] = dopplershift( ...
sat,ue,queryTime,Frequency=carrierFrequency); sat,ue,queryTime,Frequency=carrierFrequency);
res.rangeRate = -1*dopplerInfo.RelativeVelocity; res.rangeRate = -1*dopplerInfo.RelativeVelocity;
lab_5/simulateTransmission.m
+34 -9
View File
@@ -1,9 +1,9 @@
function [numPacketErrors, numPacketsSimulated, cfrMagnitudes, rxPower, pathLoss]= simulateTransmission(accessAnalysisResults, cfgEHT, channel, maxChDelay, snr, maxNumErrors, simParameters) function [numPacketErrors, numPacketsSimulated, cfrMagnitudes, rxPower, pathLoss]= simulateTransmission(accessAnalysisParameters, cfgEHT, channel, maxChDelay, snr, maxNumErrors, simParameters)
numPacketErrors = 0; numPacketErrors = 0;
numPacketsSimulated = 0; numPacketsSimulated = 0;
cfrMagnitudes = []; cfrMagnitudes = [];
rxPower = zeros(size(accessAnalysisResults.elevationAngles)); rxPower = zeros(size(accessAnalysisParameters.elevationAngles));
pathLoss = zeros(size(accessAnalysisResults.elevationAngles)); pathLoss = zeros(size(accessAnalysisParameters.elevationAngles));
ofdmInfo = wlanEHTOFDMInfo('EHT-Data', cfgEHT); ofdmInfo = wlanEHTOFDMInfo('EHT-Data', cfgEHT);
ind = wlanFieldIndices(cfgEHT); ind = wlanFieldIndices(cfgEHT);
@@ -26,11 +26,11 @@ function [numPacketErrors, numPacketsSimulated, cfrMagnitudes, rxPower, pathLoss
lambda = physconst("lightspeed") / simParameters.CarrierFrequency; lambda = physconst("lightspeed") / simParameters.CarrierFrequency;
includePathLoss = isfield(simParameters, 'IncludeFreeSpacePathLoss') && simParameters.IncludeFreeSpacePathLoss; includePathLoss = isfield(simParameters, 'IncludeFreeSpacePathLoss') && simParameters.IncludeFreeSpacePathLoss;
while (powerOnlySimulation || numPacketErrors < maxNumErrors) && numPacketsSimulated < numel(accessAnalysisResults.elevationAngles) while (powerOnlySimulation || numPacketErrors < maxNumErrors) && numPacketsSimulated < numel(accessAnalysisParameters.elevationAngles)
numPacketsSimulated = numPacketsSimulated + 1; numPacketsSimulated = numPacketsSimulated + 1;
if includePathLoss if includePathLoss
packetDistance = accessAnalysisResults.distances(numPacketsSimulated); packetDistance = accessAnalysisParameters.distances(numPacketsSimulated);
pathLoss(numPacketsSimulated) = 20 * log10(4 * pi * packetDistance / lambda); pathLoss(numPacketsSimulated) = 20 * log10(4 * pi * packetDistance / lambda);
else else
pathLoss(numPacketsSimulated) = 0; pathLoss(numPacketsSimulated) = 0;
@@ -45,15 +45,38 @@ function [numPacketErrors, numPacketsSimulated, cfrMagnitudes, rxPower, pathLoss
tx = tx * sqrt(10^((txPower - 30) / 10)) / sqrt(stfPower); tx = tx * sqrt(10^((txPower - 30) / 10)) / sqrt(stfPower);
packetElevationAngle = accessAnalysisParameters.elevationAngles(numPacketsSimulated);
if isfield(accessAnalysisParameters, "dopplerShifts") && isfinite(accessAnalysisParameters.dopplerShifts(numPacketsSimulated))
packetDopplerShift = accessAnalysisParameters.dopplerShifts(numPacketsSimulated);
else
packetDopplerShift = dopplerShiftCircularOrbit(packetElevationAngle, simParameters.SatelliteAltitude, simParameters.MobileAltitude, simParameters.CarrierFrequency);
end
if ~isfinite(packetDopplerShift)
packetDopplerShift = 0;
end
channel.SatelliteDopplerShift = packetDopplerShift;
txPad = [tx; zeros(maxChDelay, cfgEHT.NumTransmitAntennas)]; txPad = [tx; zeros(maxChDelay, cfgEHT.NumTransmitAntennas)];
if isfield(accessAnalysisParameters, "preCompensation")
predictedDopplerShift = [];
if isnumeric(accessAnalysisParameters.preCompensation)
predictedDopplerShift = packetDopplerShift + accessAnalysisParameters.preCompensation;
elseif string(accessAnalysisParameters.preCompensation) == "ideal"
predictedDopplerShift = packetDopplerShift;
end
if ~isempty(predictedDopplerShift) && isfinite(predictedDopplerShift)
txPad = frequencyOffset(txPad, simParameters.SampleRate, -predictedDopplerShift);
end
end
if powerOnlySimulation if powerOnlySimulation
continue; continue;
end end
packetElevationAngle = accessAnalysisResults.elevationAngles(numPacketsSimulated);
channel.SatelliteDopplerShift = dopplerShiftCircularOrbit(packetElevationAngle, simParameters.SatelliteAltitude, simParameters.MobileAltitude, simParameters.CarrierFrequency);
reset(channel); reset(channel);
rx = awgn(channel(txPad) * db2mag(-pathLoss(numPacketsSimulated)), snrVal); rx = awgn(channel(txPad) * db2mag(-pathLoss(numPacketsSimulated)), snrVal);
@@ -90,7 +113,9 @@ function [numPacketErrors, numPacketsSimulated, cfrMagnitudes, rxPower, pathLoss
rxData = rx(packetOffset + (ind.EHTData(1) : ind.EHTData(2)), :); rxData = rx(packetOffset + (ind.EHTData(1) : ind.EHTData(2)), :);
demodSym = wlanEHTDemodulate(rxData, "EHT-Data", cfgEHT); demodSym = wlanEHTDemodulate(rxData, "EHT-Data", cfgEHT);
demodSym = wlanEHTTrackPilotError(demodSym, chanEstimate, cfgEHT, "EHT-Data"); if ~isfield(accessAnalysisParameters, "enablePilotTracking") || accessAnalysisParameters.enablePilotTracking
demodSym = wlanEHTTrackPilotError(demodSym, chanEstimate, cfgEHT, "EHT-Data");
end
nVarEst = wlanEHTDataNoiseEstimate(demodSym(ofdmInfo.PilotIndices, :, :),pilotEstimate, cfgEHT); nVarEst = wlanEHTDataNoiseEstimate(demodSym(ofdmInfo.PilotIndices, :, :),pilotEstimate, cfgEHT);
lab_5/task1.m
+1 -1
View File
@@ -16,7 +16,7 @@ progressQueue = parallel.pool.DataQueue;
parfor_waitbar(f, progressTotal, progressStartText, true); parfor_waitbar(f, progressTotal, progressStartText, true);
progressListener = afterEach(progressQueue, @(info) parfor_waitbar(f, progressTotal, info, false)); progressListener = afterEach(progressQueue, @(info) parfor_waitbar(f, progressTotal, info, false));
parfor idx = 1:numel(sampleTimes) parfor idx = 1 : numel(sampleTimes)
res = perform_access_analysis(satSim, sampleTimes(idx)); res = perform_access_analysis(satSim, sampleTimes(idx));
distancesToSat(idx) = res.distanceToSatellite; distancesToSat(idx) = res.distanceToSatellite;
elevationAnglesToSat(idx) = res.elevationAngleToSatellite; elevationAnglesToSat(idx) = res.elevationAngleToSatellite;
lab_5/task2.m
+4
View File
@@ -20,6 +20,10 @@ amplifierGain = 30;
cfgEHT.User{1}.MCS = 3; cfgEHT.User{1}.MCS = 3;
simParameters.TransmitPower = txPower; simParameters.TransmitPower = txPower;
if exist("only_define_baseline_vars", "var") && only_define_baseline_vars
return;
end
[~, numPacketsSimulated, ~, rxPower, pathLoss] = simulateTransmission(accessAnalysisResults, cfgEHT, channel, maxChDelay, [], inf, simParameters); [~, numPacketsSimulated, ~, rxPower, pathLoss] = simulateTransmission(accessAnalysisResults, cfgEHT, channel, maxChDelay, [], inf, simParameters);
packetIdx = 1:numPacketsSimulated; packetIdx = 1:numPacketsSimulated;
lab_5/task4.m
+268
View File
@@ -0,0 +1,268 @@
minutesToSimulate = 10;
satConfig.stopTime = satConfig.startTime + minutes(minutesToSimulate);
snrs = 0:1:40;
if exist("satSim", "var")
clear satSim;
end
satSim = create_satellite_sim(satConfig, groundStation);
packetsToTransmit = 1000;
sampleTimes = satConfig.startTime:seconds(satConfig.sampleTime):satConfig.stopTime;
packetsPerTimeSlot = packetsToTransmit / numel(sampleTimes);
packetTimes = satConfig.startTime + seconds(linspace(0, minutesToSimulate * 60, packetsToTransmit));
% viewer = satelliteScenarioViewer(satSim.sc);
preCompensations = {"none", "ideal", 10, 100, 1000, 5000};
preCompensationLabels = [
"none"
"ideal"
"10Hz"
"100Hz"
"1000Hz"
"5000Hz"
];
markers = 'ox*sd^v><ph+ox*sd^v><ph+';
if calc_task4
distances = zeros(1, packetsToTransmit);
elevationAngles = zeros(1, packetsToTransmit);
dopplerShifts = zeros(1, packetsToTransmit);
progressStartText = "Starting packet parameter calculation ...";
f = waitbar(0, progressStartText, "Name", "Task 4 packet times");
progressTotal = numel(packetTimes);
progressQueue = parallel.pool.DataQueue;
parfor_waitbar(f, progressTotal, progressStartText, true);
progressListener = afterEach(progressQueue, @(info) parfor_waitbar(f, progressTotal, info, false));
parfor timeIdx = 1 : numel(packetTimes)
[~, elevationAngles(timeIdx), distances(timeIdx)] = aer(satSim.ue, satSim.sat, packetTimes(timeIdx));
dopplerShifts(timeIdx) = dopplershift(satSim.sat, satSim.ue, packetTimes(timeIdx), Frequency=carrier_frequency);
send(progressQueue, sprintf("Packet: %d", timeIdx));
%{
res = perform_access_analysis(satSim, packetTimes(timeIdx));
distances(timeIdx) = res.distanceToSatellite;
elevationAngles(timeIdx) = res.elevationAngleToSatellite;
dopplerShifts(timeIdx) = res.fshift;
send(progressQueue, sprintf("Packet: %d", timeIdx));
%}
end
delete(progressListener);
if ishandle(f)
close(f);
end
accessAnalysisParameters.times = packetTimes;
accessAnalysisParameters.distances = distances;
accessAnalysisParameters.elevationAngles = elevationAngles;
accessAnalysisParameters.dopplerShifts = dopplerShifts;
accessAnalysisParameters.enablePilotTracking = false;
simParameters.IncludeFreeSpacePathLoss = false;
progressStartText = "Starting PER sweep ...";
f = waitbar(0, progressStartText, "Name", "Task 4");
progressTotal = numel(preCompensations) * numel(snrs);
progressQueue = parallel.pool.DataQueue;
parfor_waitbar(f, progressTotal, progressStartText, true);
progressListener = afterEach(progressQueue, @(info) parfor_waitbar(f, progressTotal, info, false));
errorCounts = zeros(numel(preCompensations), numel(snrs));
packetCounts = zeros(numel(preCompensations), numel(snrs));
errorRates = zeros(numel(preCompensations), numel(snrs));
cfrMagnitudesBySnr = cell(numel(preCompensations), numel(snrs));
for preCompensationIdx = 1 : numel(preCompensations)
scenarioParameters = accessAnalysisParameters;
scenarioParameters.preCompensation = preCompensations{preCompensationIdx};
scenarioLabel = preCompensationLabels(preCompensationIdx);
errorCountsForScenario = zeros(1, numel(snrs));
packetCountsForScenario = zeros(1, numel(snrs));
errorRatesForScenario = zeros(1, numel(snrs));
cfrMagnitudesForScenario = cell(1, numel(snrs));
parfor snrIdx = 1 : numel(snrs)
localChannel = clone(channel);
[numPacketErrors, numPacketsSimulated, cfrMagnitudes, ~, ~] = simulateTransmission(scenarioParameters, cfgEHT, localChannel, maxChDelay, snrs(snrIdx), inf, simParameters);
errorCountsForScenario(snrIdx) = numPacketErrors;
packetCountsForScenario(snrIdx) = numPacketsSimulated;
errorRatesForScenario(snrIdx) = numPacketErrors / numPacketsSimulated;
cfrMagnitudesForScenario{snrIdx} = cfrMagnitudes;
send(progressQueue, sprintf("Pre-Compensation: %s, SNR: %d", char(scenarioLabel), snrs(snrIdx)));
end
errorCounts(preCompensationIdx, :) = errorCountsForScenario;
packetCounts(preCompensationIdx, :) = packetCountsForScenario;
errorRates(preCompensationIdx, :) = errorRatesForScenario;
cfrMagnitudesBySnr(preCompensationIdx, :) = cfrMagnitudesForScenario;
end
delete(progressListener);
if ishandle(f)
close(f);
end
plotErrorRates = max(errorRates, 1 / packetsToTransmit);
figure;
hold on;
for preCompensationIdx = 1 : numel(preCompensations)
semilogy(snrs, plotErrorRates(preCompensationIdx, :), ['-' markers(preCompensationIdx)]);
end
grid on;
xlabel("SNR [dB]");
ylabel("PER");
ylim([1 / packetsToTransmit 1]);
legend(preCompensationLabels, "Location", "NorthEastOutside");
title("PER over SNR with Doppler pre-compensation");
% greatest difference between no pre compensation and ideal
max(abs(errorRates(1,:) - errorRates(2,:)))
end % calc_task4
% 4.4
% carrierFrequenciesF = [2.4e9, 5e9, 6e9, 10e9, 20e9, 60e9];
carrierFrequenciesF = [20e9, 40e9, 60e9, 80e9, 120e9, 240e9];
preCompensationsF = {"none", "ideal"};
preCompensationLabelsF = [
"none"
"ideal"
];
if calc_task4_4
errorCountsF = zeros(numel(carrierFrequenciesF), numel(preCompensationsF), numel(snrs));
packetCountsF = zeros(numel(carrierFrequenciesF), numel(preCompensationsF), numel(snrs));
errorRatesF = zeros(numel(carrierFrequenciesF), numel(preCompensationsF), numel(snrs));
cfrMagnitudesBySnrF = cell(numel(carrierFrequenciesF), numel(preCompensationsF), numel(snrs));
for carrierFrequencyIdxF = 1 : numel(carrierFrequenciesF)
carrierFrequencyF = carrierFrequenciesF(carrierFrequencyIdxF);
[cfgEHTF, simParametersF, channelF, ~, maxChDelayF, ~, ~] = create_baseline_configuration(profile, bandwidth, false, delay_model, carrierFrequencyF, mobile_speed, mobile_altitude, satellite_altitude, random_stream, seed, tx_antenna_count, rx_antenna_count, apep);
cfgEHTF.User{1}.MCS = 3;
simParametersF.TransmitPower = txPower;
simParametersF.IncludeFreeSpacePathLoss = false;
distancesF = zeros(1, packetsToTransmit);
elevationAnglesF = zeros(1, packetsToTransmit);
dopplerShiftsF = zeros(1, packetsToTransmit);
progressStartTextF = sprintf("Starting packet parameter calculation for %.1f GHz ...", carrierFrequencyF / 1e9);
waitbarF = waitbar(0, progressStartTextF, "Name", "Task 4.4 packet times");
progressTotalF = numel(packetTimes);
progressQueueF = parallel.pool.DataQueue;
parfor_waitbar(waitbarF, progressTotalF, progressStartTextF, true);
progressListenerF = afterEach(progressQueueF, @(info) parfor_waitbar(waitbarF, progressTotalF, info, false));
parfor timeIdxF = 1 : numel(packetTimes)
[~, elevationAnglesF(timeIdxF), distancesF(timeIdxF)] = aer(satSim.ue, satSim.sat, packetTimes(timeIdxF));
dopplerShiftsF(timeIdxF) = dopplershift(satSim.sat, satSim.ue, packetTimes(timeIdxF), Frequency=carrierFrequencyF);
send(progressQueueF, sprintf("Packet: %d", timeIdxF));
end
delete(progressListenerF);
if ishandle(waitbarF)
close(waitbarF);
end
accessAnalysisParametersF.times = packetTimes;
accessAnalysisParametersF.distances = distancesF;
accessAnalysisParametersF.elevationAngles = elevationAnglesF;
accessAnalysisParametersF.dopplerShifts = dopplerShiftsF;
accessAnalysisParametersF.enablePilotTracking = false;
progressStartTextF = sprintf("Starting PER sweep for %.1f GHz ...", carrierFrequencyF / 1e9);
waitbarF = waitbar(0, progressStartTextF, "Name", "Task 4.4");
progressTotalF = numel(preCompensationsF) * numel(snrs);
progressQueueF = parallel.pool.DataQueue;
parfor_waitbar(waitbarF, progressTotalF, progressStartTextF, true);
progressListenerF = afterEach(progressQueueF, @(info) parfor_waitbar(waitbarF, progressTotalF, info, false));
for preCompensationIdxF = 1 : numel(preCompensationsF)
scenarioParametersF = accessAnalysisParametersF;
scenarioParametersF.preCompensation = preCompensationsF{preCompensationIdxF};
scenarioLabelF = preCompensationLabelsF(preCompensationIdxF);
errorCountsForScenarioF = zeros(1, numel(snrs));
packetCountsForScenarioF = zeros(1, numel(snrs));
errorRatesForScenarioF = zeros(1, numel(snrs));
cfrMagnitudesForScenarioF = cell(1, numel(snrs));
parfor snrIdxF = 1 : numel(snrs)
localChannelF = clone(channelF);
[numPacketErrorsF, numPacketsSimulatedF, cfrMagnitudesF, ~, ~] = simulateTransmission(scenarioParametersF, cfgEHTF, localChannelF, maxChDelayF, snrs(snrIdxF), inf, simParametersF);
errorCountsForScenarioF(snrIdxF) = numPacketErrorsF;
packetCountsForScenarioF(snrIdxF) = numPacketsSimulatedF;
errorRatesForScenarioF(snrIdxF) = numPacketErrorsF / numPacketsSimulatedF;
cfrMagnitudesForScenarioF{snrIdxF} = cfrMagnitudesF;
send(progressQueueF, sprintf("%.1f GHz | Pre-Compensation: %s | SNR: %d", carrierFrequencyF / 1e9, char(scenarioLabelF), snrs(snrIdxF)));
end
errorCountsF(carrierFrequencyIdxF, preCompensationIdxF, :) = reshape(errorCountsForScenarioF, 1, 1, []);
packetCountsF(carrierFrequencyIdxF, preCompensationIdxF, :) = reshape(packetCountsForScenarioF, 1, 1, []);
errorRatesF(carrierFrequencyIdxF, preCompensationIdxF, :) = reshape(errorRatesForScenarioF, 1, 1, []);
cfrMagnitudesBySnrF(carrierFrequencyIdxF, preCompensationIdxF, :) = reshape(cfrMagnitudesForScenarioF, 1, 1, []);
end
delete(progressListenerF);
if ishandle(waitbarF)
close(waitbarF);
end
end
plotErrorRatesF = max(errorRatesF, 1 / packetsToTransmit);
carrierFrequencyLabelsF = string(carrierFrequenciesF / 1e9) + " GHz";
figure;
tiledlayout(1, numel(preCompensationsF));
for preCompensationIdxF = 1 : numel(preCompensationsF)
nexttile;
hold on;
for carrierFrequencyIdxF = 1 : numel(carrierFrequenciesF)
semilogy(snrs, squeeze(plotErrorRatesF(carrierFrequencyIdxF, preCompensationIdxF, :)), ['-' markers(carrierFrequencyIdxF)]);
end
grid on;
xlabel("SNR [dB]");
ylabel("PER");
ylim([1 / packetsToTransmit 1]);
legend(carrierFrequencyLabelsF, "Location", "NorthEastOutside");
title("Pre-compensation: " + preCompensationLabelsF(preCompensationIdxF));
end
targetPERF = 1e-1;
minErrorRatesF = min(errorRatesF, [], 3);
usableCarrierFrequenciesF = nan(1, numel(preCompensationsF));
for preCompensationIdxF = 1 : numel(preCompensationsF)
usableCarrierFrequencyIdxF = find(minErrorRatesF(:, preCompensationIdxF) <= targetPERF, 1, "last");
if ~isempty(usableCarrierFrequencyIdxF)
usableCarrierFrequenciesF(preCompensationIdxF) = carrierFrequenciesF(usableCarrierFrequencyIdxF);
end
end
fprintf("Maximum usable carrier frequency without pre-compensation: %.1f GHz\n", usableCarrierFrequenciesF(1) / 1e9);
fprintf("Maximum usable carrier frequency with ideal pre-compensation: %.1f GHz\n", usableCarrierFrequenciesF(2) / 1e9);
end % calc_task4_4