Auswertung Experiment

Database tüddelei
DBHanlder läuft gut für DIESE Datanbank struktur...
App begonnen aber weit entfernt von gutem Stand

projects/HighSpeedExperiment_2024/auswertung/analyzeDB.m

@@ -0,0 +1,85 @@
+basePath = 'C:\Users\Silas\Documents\MATLAB\Datensätze\sioe_labor\';
+useGui = 0;
+
+db = DBHandler("pathToDB",[basePath,'silas_labor.db']);
+if useGui
+    filterParams    = db.promptFilterParameters();
+    selectedFields  = db.promptSelectFields();
+else
+    filterParams = db.tables;
+    filterParams.Configurations = struct( ...
+        'bitrate',          [], ...
+        'db_mode',          [], ...
+        'fiber_length',     10, ...
+        'interference_attenuation', [], ...
+        'interference_path_length', [], ...
+        'is_mpi',           0, ...
+        'pam_level',        [], ...
+        'precomp_amp',      [], ...
+        'rop_attenuation',  0, ...
+        'symbolrate',       [], ...
+        'v_awg',            [], ...
+        'v_bias',           [], ...
+        'wavelength',       1310 ...
+        );
+    filterParams.Equalizer.eq_type = equalizer_structure.vnle_pf_mlse;
+    filterParams.Equalizer.eq_id = equalizer_structure.vnle;
+    selectedFields =  {'Runs.run_id','BERs.ber_id','Equalizer.eq_id','Equalizer.eq_type','BERs.ber','BERs.occurrence',...
+        'Configurations.db_mode','Configurations.pam_level','Configurations.bitrate','Configurations.symbolrate','Configurations.fiber_length','Configurations.wavelength','Configurations.precomp_amp',...
+        'Measurements.power_rop','Measurements.power_laser','Measurements.power_pd_in'};
+end
+
+
+[dataTable,~] = db.queryDB(filterParams, selectedFields);
+
+% Calculate the mean BER for each combination of 'run_id' and 'eq_type'
+groupedData = groupsummary(dataTable, {'run_id', 'eq_type'}, 'mean', {'ber', 'power_rop','power_pd_in'});
+
+% Extract unique rows from dataTable for each run_id with relevant configuration details
+uniqueConfigFields = {'run_id', 'pam_level', 'bitrate','symbolrate', 'fiber_length', 'wavelength', 'precomp_amp', 'db_mode'};
+[~, uniqueIdx] = unique(dataTable.run_id);  % Get unique run_id indices
+configDetails = dataTable(uniqueIdx, uniqueConfigFields);  % Extract unique configurations for each run_id
+
+% Prepare the join key for both groupedData and configDetails
+groupedDataTable = table(groupedData.run_id, groupedData.eq_type, groupedData.GroupCount, groupedData.mean_ber,groupedData.mean_power_rop,groupedData.mean_power_pd_in, ...
+    'VariableNames', {'run_id', 'eq_type', 'GroupCount', 'mean_ber','mean_power_rop','mean_power_pd_in'});
+
+% Join groupedData with configDetails on the run_id field
+joinedData = join(groupedDataTable, configDetails, 'Keys', 'run_id');
+
+
+
+
+a=plot(fsym_vals.*1e-9.*log2(M_vals(modulation_iter)),ber_ffe(:,modulation_iter),...
+    'Color',cols(modulation_iter,:),'MarkerSize',2,'LineWidth',1,...
+    'Marker','o','MarkerFaceColor',cols(modulation_iter,:),'MarkerEdgeColor','black',...
+    'DisplayName',['PAM ',num2str(M_vals(modulation_iter))]);
+
+a.DataTipTemplate.DataTipRows(1).Label = 'Bitr';
+a.DataTipTemplate.DataTipRows(1).Format = ['%.1f',' Gbps'];
+
+a.DataTipTemplate.DataTipRows(2).Label = 'BER';
+a.DataTipTemplate.DataTipRows(2).Format ='%.1e';
+
+a.DataTipTemplate.DataTipRows(3).Label = 'P_{out}';
+a.DataTipTemplate.DataTipRows(3).Value = rop(:,modulation_iter);
+a.DataTipTemplate.DataTipRows(3).Format = ['%.2f',' dBm'];
+
+a.DataTipTemplate.DataTipRows(4).Label = 'Baudr';
+a.DataTipTemplate.DataTipRows(4).Value = fsym_vals.*1e-9;
+a.DataTipTemplate.DataTipRows(4).Format = ['%.1f',' GBd'];
+
+
+a.DataTipTemplate.FontSize = 9;
+a.DataTipTemplate.FontName = 'arial';
+
+% Continue with the rest of your plot settings
+title('Opt B2B')
+yline(3.8e-3, 'DisplayName', 'HD-FEC', 'LineStyle', '--', 'HandleVisibility', 'off');
+xlabel('Bit Rate in GBps');
+ylabel('Bit Error Rate (BER)');
+set(gca, 'yscale', 'log');
+set(gca, 'Box', 'on');
+grid on;
+grid minor;
+legend('Interpreter', 'none');