Merge branch 'main' of https://cau-git.rz.uni-kiel.de/nt/mitarbeiter/silas/imdd_simulation

# Conflicts:
#	projects/ECOC_2025/dsp_run_id.m
#	projects/ECOC_2025/dsp_standalone.m

projects/ECOC_2025/dsp_filtered_db.m

@@ -0,0 +1,68 @@
+% === SETTINGS ===
+savePath = 'Z:\2025\ECOC Silas\ecoc_2025\';
+% databasePath = '\\ntserver.tf.uni-kiel.de\scratch\sioe\ECOC_2025\';
+databasePath = 'Z:\2025\ECOC Silas\';
+
+databasePath = 'C:\Users\Silas\Documents\MATLAB\imdd_simulation\projects\ECOC_2025\';
+database_name = 'ecoc2025_loops.db';
+db = DBHandler("pathToDB", [databasePath, database_name],"type","sqlite");
+
+num_occ = 30;
+run_par = true;
+refreshInterval = 300; % seconds
+
+% In-memory list of currently processing run_ids
+% currentlyProcessing = [];
+alreadyProcessing = [];
+fprintf('--- DSP WATCHDOG STARTED ---\n');
+
+while true
+    try
+        % Query incomplete run_ids
+        sql_query = [
+            'SELECT ru.run_id ' ...
+            'FROM Runs ru ' ...
+            'LEFT JOIN Results r ON ru.run_id = r.run_id ' ...
+            'LEFT JOIN EqualizerParameters e ON r.eqParam_id = e.eq_id ' ...
+            'WHERE ru.loop_id IN ( ' ...
+            '    SELECT loop_id FROM Runs GROUP BY loop_id HAVING COUNT(*) > 2 ' ...
+            ') ' ...
+            'GROUP BY ru.run_id ' ...
+            'HAVING COUNT(CASE WHEN e.equalizer_structure = 1 THEN 1 END) < 5;'
+            ];
+
+        runIdsFiltered = db.fetch(sql_query);
+        newRunIds = setdiff(runIdsFiltered.run_id, alreadyProcessing);
+
+        fprintf('[%s] Found %d run(s) needing processing, %d new.\n', ...
+            datestr(now, 'yyyy-mm-dd HH:MM:SS'), numel(runIdsFiltered.run_id), numel(newRunIds));
+
+        for i = 1:numel(newRunIds)
+            cur_id = newRunIds(i);
+
+            % Add to in-memory processing list
+            alreadyProcessing(end+1) = cur_id;
+
+            % Submit processing
+            try
+                [output, future] = submit_dsp(cur_id, databasePath, database_name, savePath, ...
+                    "parallel", run_par, "max_occurences", num_occ);
+
+                % Add a listener for future completion (success or failure)
+
+            catch err
+                warning('Error processing run_id %d: %s', cur_id, err.message);
+
+                % Remove from in-memory list even on error (optional: you could leave it for retry)
+                alreadyProcessing(alreadyProcessing == cur_id) = [];
+            end
+        end
+
+    catch err
+        warning('Error in DSP queue watchdog: %s', err.message);
+    end
+
+    fprintf('Sleeping for %.0f seconds...\n\n', refreshInterval);
+    pause(refreshInterval);
+end
+

projects/ECOC_2025/dsp_run_id.m

@@ -12,7 +12,8 @@ arguments
     options.storage_path
 end
 
-database = DBHandler("pathToDB",[options.database_path,options.database_name],"type",'mysql');
+% database = DBHandler("pathToDB",[options.database_path,options.database_name],"type","sqlite");
+database = DBHandler("type","mysql");
 
 filterParams = database.tables;
 filterParams.Configurations = struct('run_id', run_id);
@@ -47,6 +48,12 @@ mu_ffe3 = 0.001;
 mu_dfe = 0.0004;
 mu_dc = 0.00;
 
+% mu_ffe1 = 0;
+% mu_ffe2 = 0;
+% mu_ffe3 = 0;
+% mu_dfe =0;
+% mu_dc = 0.00;
+
 mu_ffe = [mu_ffe1 mu_ffe2 mu_ffe3];
 vnle_order=[vnle_order1,vnle_order2,vnle_order3];
 
@@ -74,9 +81,6 @@ vnle_pf_package = {};
 vnle_dfe_package = {};
 dbtgt_package = {};
 
-vnle_pf =1;
-db_tgt = 0;
-
 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
 
 Tx_signal = load([options.storage_path, char(dataTable.tx_signal_path)]);
@@ -133,6 +137,8 @@ for occ = 1:record_realizations
 
     if duob_mode ~= db_mode.db_encoded
 
+        vnle_pf = 1;
+        dbtgt = 0;
         % %%%%% VNLE + DFE %%%%
         if 0
 
@@ -157,7 +163,7 @@ for occ = 1:record_realizations
         end
 
         %%%%% Duobinary Targeting %%%%
-        if db_tgt
+        if dbtgt
             [result] = duobinary_target(eq_, mlse_db_, M, Scpe_sig, Symbols, Tx_bits, "precode_mode", duob_mode,'showAnalysis',0,"postFFE",[]);
             dbtgt_package{occ} = result;
 
@@ -169,19 +175,18 @@ for occ = 1:record_realizations
         % fprintf("BER VNLE: %.2e | %.2e; BER MLSE: %.2e | %.2e; BER DB tgt: %.2e | %.2e \n",vnle_pf_package{occ}.resultsVNLE.BER,vnle_pf_package{occ}.resultsVNLE.BER_precoded  ,vnle_pf_package{occ}.resultsMLSE.BER,vnle_pf_package{occ}.resultsMLSE.BER_precoded,dbtgt_package{occ}.resultsDBtgt.BER,dbtgt_package{occ}.resultsDBtgt.BER_precoded)
         % % fprintf("BER VNLE: %.2e | %.2e; BER MLSE: %.2e | %.2e \n",vnle_pf_package{occ}.resultsVNLE.BER,vnle_pf_package{occ}.resultsVNLE.BER_precoded  ,vnle_pf_package{occ}.resultsMLSE.BER,vnle_pf_package{occ}.resultsMLSE.BER_precoded);
 
+        if vnle_pf
             occ = 1; % or whatever your loop index is
 
-        if vnle_pf
+
             % Extract VNLE results for readability
             vnle = vnle_pf_package{occ}.resultsVNLE;
             mlse = vnle_pf_package{occ}.resultsMLSE;
-        end
+
-        if db_tgt
+
-            dbtgt = dbtgt_package{occ}.resultsDBtgt;
-        end
             % Print header
             fprintf("==== EQUALIZATION RUN-ID %d | PAM-%d | %.2f GBd ====\n\n", run_id, M, Symbols.fs.*1e-9);
-        if vnle_pf
+
             % VNLE Results
             fprintf(">> VNLE Results:\n");
             fprintf("   BER                    %.2e\n", vnle.BER);
@@ -199,7 +204,9 @@ for occ = 1:record_realizations
             fprintf("   Channel Alpha :         %.2f\n", mlse.Alpha);
             fprintf("\n");
         end
-        if db_tgt
+
+        if dbtgt
+            dbtgt = dbtgt_package{occ}.resultsDBtgt;
             % DB Target Results
             fprintf(">> DB Target Results:\n");
             fprintf("   BER:                    %.2e\n", dbtgt.BER);

projects/ECOC_2025/dsp_standalone.m

@@ -1,9 +1,11 @@
 
 
+
 savePath = 'Z:\2025\ECOC Silas\ecoc_2025\';
-databasePath = 'C:\Users\sioe\Documents\MATLAB\imdd_simulation\projects\ECOC_2025\';
+databasePath = 'C:\Users\Silas\Documents\MATLAB\imdd_simulation\projects\ECOC_2025\';
 database_name = 'ecoc2025_loops.db';
-
+% db = DBHandler("pathToDB", [databasePath, database_name],"type","sqlite");
+db = DBHandler("type","mysql");
 num_occ = 1;
 run_par = false;
 run_id = 2589;

projects/ECOC_2025/load_signal_standalone.m

@@ -0,0 +1,46 @@
+
+
+run_id = 231;
+
+savePath = 'Z:\2025\ECOC Silas\ecoc_2025\';
+databasePath = 'C:\Users\Silas\Documents\MATLAB\imdd_simulation\projects\ECOC_2025\';
+database_name = 'ecoc2025_loops.db';
+db = DBHandler("type","mysql");
+% db = DBHandler("pathToDB", [databasePath, database_name],"type","sqlite");
+
+filterParams = db.tables;
+filterParams.Configurations = struct('run_id', run_id);
+
+selectedFields = {'Runs.run_id','Runs.tx_bits_path','Runs.tx_signal_path','Runs.tx_symbols_path','Runs.rx_sync_path','Runs.rx_raw_path',...
+    'Configurations.db_mode','Configurations.pam_level','Configurations.bitrate','Configurations.symbolrate','Configurations.fiber_length','Configurations.wavelength','Configurations.precomp_amp','Measurements.power_rop','Configurations.v_bias',...
+    'Configurations.interference_attenuation'};
+
+[dataTable,sql_query] = db.queryDB(filterParams, selectedFields);
+
+[~, uniqueIdx] = unique(dataTable.run_id);  % Get unique run_id indices
+dataTable = dataTable(uniqueIdx,:);  % Extract unique configurations for each run_id
+
+fsym = dataTable.symbolrate;
+M = double(dataTable.pam_level);
+duob_mode = db_mode.(strrep(char(dataTable.db_mode),'"',''));
+
+Tx_signal = load([savePath, char(dataTable.tx_signal_path)]);
+Tx_signal = Tx_signal.Digi_sig;
+
+Tx_bits     = load([savePath, char(dataTable.tx_bits_path)]);
+Tx_bits     = Tx_bits.Bits;
+Symbols_mapped = PAMmapper(M,0).map(Tx_bits);
+Symbols_mapped.fs = dataTable.symbolrate;
+
+Symbols  = load([savePath, char(dataTable.tx_symbols_path)]);
+Symbols  = Symbols.Symbols;
+
+Scpe_sig_raw = load([savePath, char(dataTable.rx_raw_path(1))]);
+Scpe_sig_raw = Scpe_sig_raw.Scpe_sig_raw;
+Scpe_sig_resampled = Scpe_sig_raw.resample("fs_in",Scpe_sig_raw.fs,"fs_out",2*fsym);
+[~,Scpe_cell,found_sync,~,shifts] = Scpe_sig_resampled.tsynch("reference",Symbols,"fs_ref",dataTable.symbolrate,"debug_plots",1);
+
+shifts_mus = shifts./Scpe_sig_resampled.fs .*1e6;
+Scpe_sig_raw.plot("displayname",['Scope Signal (Run ID: ',num2str(run_id)],"fignum",2024,"clear",1);
+hold on;
+xline(shifts_mus,'HandleVisibility','off');