Added more simulation resutls

latex/thesis/res/admm/ber_2d_20433484_rho.csv

@@ -0,0 +1,56 @@
+SNR,rho,BER,FER,DFR,num_iterations
+1.0,0.1,0.03973168214654283,0.7518796992481203,1.0,133.0
+1.0,0.30000000000000004,0.0643602764846946,0.7194244604316546,1.0,139.0
+1.0,0.5000000000000001,0.07016602261342493,0.7299270072992701,1.0,137.0
+1.0,0.7000000000000001,0.07100634371395617,0.7352941176470589,1.0,136.0
+1.0,0.9000000000000001,0.07256333190210391,0.7299270072992701,1.0,137.0
+1.0,1.1000000000000003,0.07233037099731979,0.7194244604316546,1.0,139.0
+1.0,1.3000000000000003,0.07201297785301171,0.7194244604316546,1.0,139.0
+1.0,1.5000000000000004,0.06644482610562473,0.7299270072992701,1.0,137.0
+1.0,1.7000000000000004,0.06488095238095239,0.7142857142857143,1.0,140.0
+1.0,1.9000000000000004,0.06572128851540616,0.7142857142857143,1.0,140.0
+1.0,2.1000000000000005,0.07194813409234661,0.8064516129032258,1.0,124.0
+2.0,0.1,0.009515570934256055,0.32679738562091504,1.0,306.0
+2.0,0.30000000000000004,0.013685165582942688,0.2570694087403599,1.0,389.0
+2.0,0.5000000000000001,0.014068627450980392,0.25,1.0,400.0
+2.0,0.7000000000000001,0.016552420426165046,0.27100271002710025,1.0,369.0
+2.0,0.9000000000000001,0.016301271164633833,0.26246719160104987,1.0,381.0
+2.0,1.1000000000000003,0.015934506795045385,0.2557544757033248,1.0,391.0
+2.0,1.3000000000000003,0.016314536150377465,0.25839793281653745,1.0,387.0
+2.0,1.5000000000000004,0.016478411813603246,0.24937655860349128,1.0,401.0
+2.0,1.7000000000000004,0.014750649118094726,0.228310502283105,1.0,438.0
+2.0,1.9000000000000004,0.016240719588806397,0.24271844660194175,1.0,412.0
+2.0,2.1000000000000005,0.017399877798144753,0.28328611898017,1.0,353.0
+3.0,0.1,0.0010866175496043347,0.04970178926441352,1.0,2012.0
+3.0,0.30000000000000004,0.00097450096713698,0.02503755633450175,1.0,3994.0
+3.0,0.5000000000000001,0.0009122439039718452,0.020032051282051284,1.0,4992.0
+3.0,0.7000000000000001,0.0009116534841572858,0.018597731076808628,1.0,5377.0
+3.0,0.9000000000000001,0.0009229633275904504,0.01819174094960888,1.0,5497.0
+3.0,1.1000000000000003,0.0008852507344984808,0.017085255424568596,1.0,5853.0
+3.0,1.3000000000000003,0.0008553811695689399,0.016603021749958494,1.0,6023.0
+3.0,1.5000000000000004,0.0008010308919304844,0.014801657785671996,1.0,6756.0
+3.0,1.7000000000000004,0.0007963295160526994,0.014452955629426218,1.0,6919.0
+3.0,1.9000000000000004,0.0007702982892356493,0.01404297149276787,1.0,7121.0
+3.0,2.1000000000000005,0.0010269869344440006,0.02424830261881668,1.0,4124.0
+4.0,0.1,7.603566423586497e-05,0.003977250129260629,1.0,25143.0
+4.0,0.30000000000000004,1.2745098039215686e-05,0.00038,1.0,50000.0
+4.0,0.5000000000000001,8.725490196078431e-06,0.00024,1.0,50000.0
+4.0,0.7000000000000001,7.84313725490196e-06,0.00024,1.0,50000.0
+4.0,0.9000000000000001,8.333333333333334e-06,0.00022,1.0,50000.0
+4.0,1.1000000000000003,7.254901960784314e-06,0.00018,1.0,50000.0
+4.0,1.3000000000000003,1.0196078431372549e-05,0.00022,1.0,50000.0
+4.0,1.5000000000000004,9.313725490196078e-06,0.00022,1.0,50000.0
+4.0,1.7000000000000004,9.803921568627451e-06,0.00024,1.0,50000.0
+4.0,1.9000000000000004,9.803921568627451e-06,0.00022,1.0,50000.0
+4.0,2.1000000000000005,1.6470588235294116e-05,0.0005,1.0,50000.0
+5.0,0.1,3.4313725490196077e-06,0.00018,1.0,50000.0
+5.0,0.30000000000000004,0.0,0.0,1.0,50000.0
+5.0,0.5000000000000001,0.0,0.0,1.0,50000.0
+5.0,0.7000000000000001,0.0,0.0,1.0,50000.0
+5.0,0.9000000000000001,0.0,0.0,1.0,50000.0
+5.0,1.1000000000000003,0.0,0.0,1.0,50000.0
+5.0,1.3000000000000003,0.0,0.0,1.0,50000.0
+5.0,1.5000000000000004,0.0,0.0,1.0,50000.0
+5.0,1.7000000000000004,0.0,0.0,1.0,50000.0
+5.0,1.9000000000000004,0.0,0.0,1.0,50000.0
+5.0,2.1000000000000005,0.0,0.0,1.0,50000.0

latex/thesis/res/admm/ber_2d_20433484_rho_metadata.json

@@ -0,0 +1,11 @@
+{
+    "duration": 677.445701618999,
+    "name": "ber_2d_20433484",
+    "platform": "Linux-6.2.10-arch1-1-x86_64-with-glibc2.37",
+    "K": 200,
+    "mu": 5,
+    "epsilon_pri": 1e-05,
+    "epsilon_dual": 1e-05,
+    "max_frame_errors": 100,
+    "end_time": "2023-04-17 17:36:42.965492"
+}

latex/thesis/res/admm/mu_rho_kavg_20433484.csv

@@ -0,0 +1,100 @@
+mu,rho,BER,FER,DFR,num_iterations,k_avg
+1.0,0.1,0.03545098039215686,0.763,0.0,1000.0,200.0
+1.0,0.30000000000000004,0.020122549019607843,0.332,0.0,1000.0,162.453
+1.0,0.5000000000000001,0.017578431372549018,0.267,0.0,1000.0,124.623
+1.0,0.7000000000000001,0.016759803921568627,0.244,0.0,1000.0,103.936
+1.0,0.9000000000000001,0.01647549019607843,0.236,0.0,1000.0,90.959
+1.0,1.1000000000000003,0.01625,0.231,0.0,1000.0,81.827
+1.0,1.3000000000000003,0.016176470588235296,0.227,0.0,1000.0,76.676
+1.0,1.5000000000000004,0.016455882352941178,0.233,0.0,1000.0,74.11
+1.0,1.7000000000000004,0.01640686274509804,0.232,0.0,1000.0,71.432
+1.0,1.9000000000000004,0.016426470588235296,0.232,0.0,1000.0,69.38
+1.0,2.1000000000000005,0.0171421568627451,0.25,0.0,1000.0,71.482
+2.0,0.1,0.030147058823529412,0.579,0.0,1000.0,200.0
+2.0,0.30000000000000004,0.017754901960784313,0.282,0.0,1000.0,150.957
+2.0,0.5000000000000001,0.017,0.252,0.0,1000.0,115.014
+2.0,0.7000000000000001,0.016387254901960784,0.235,0.0,1000.0,95.632
+2.0,0.9000000000000001,0.016166666666666666,0.229,0.0,1000.0,83.964
+2.0,1.1000000000000003,0.016401960784313725,0.236,0.0,1000.0,77.036
+2.0,1.3000000000000003,0.015818627450980394,0.223,0.0,1000.0,71.768
+2.0,1.5000000000000004,0.015808823529411764,0.22,0.0,1000.0,68.707
+2.0,1.7000000000000004,0.015779411764705882,0.215,0.0,1000.0,66.628
+2.0,1.9000000000000004,0.015725490196078433,0.214,0.0,1000.0,65.073
+2.0,2.1000000000000005,0.017127450980392155,0.262,0.0,1000.0,71.836
+3.0,0.1,0.023387254901960784,0.481,0.0,1000.0,199.988
+3.0,0.30000000000000004,0.01728921568627451,0.28,0.0,1000.0,148.598
+3.0,0.5000000000000001,0.016401960784313725,0.243,0.0,1000.0,114.355
+3.0,0.7000000000000001,0.016102941176470587,0.231,0.0,1000.0,96.505
+3.0,0.9000000000000001,0.016044117647058823,0.231,0.0,1000.0,85.682
+3.0,1.1000000000000003,0.015941176470588236,0.224,0.0,1000.0,77.654
+3.0,1.3000000000000003,0.015867647058823528,0.224,0.0,1000.0,73.451
+3.0,1.5000000000000004,0.01565686274509804,0.221,0.0,1000.0,68.4
+3.0,1.7000000000000004,0.015725490196078433,0.221,0.0,1000.0,67.509
+3.0,1.9000000000000004,0.01559313725490196,0.217,0.0,1000.0,65.641
+3.0,2.1000000000000005,0.017495098039215687,0.273,0.0,1000.0,71.788
+4.0,0.1,0.015838235294117646,0.376,0.0,1000.0,199.963
+4.0,0.30000000000000004,0.01646078431372549,0.267,0.0,1000.0,149.33
+4.0,0.5000000000000001,0.016151960784313725,0.245,0.0,1000.0,114.593
+4.0,0.7000000000000001,0.015759803921568626,0.243,0.0,1000.0,97.063
+4.0,0.9000000000000001,0.015833333333333335,0.227,0.0,1000.0,85.374
+4.0,1.1000000000000003,0.015808823529411764,0.226,0.0,1000.0,78.33
+4.0,1.3000000000000003,0.015377450980392157,0.228,0.0,1000.0,75.947
+4.0,1.5000000000000004,0.015465686274509803,0.225,0.0,1000.0,71.019
+4.0,1.7000000000000004,0.015269607843137255,0.222,0.0,1000.0,68.999
+4.0,1.9000000000000004,0.015558823529411766,0.218,0.0,1000.0,65.939
+4.0,2.1000000000000005,0.01843137254901961,0.296,0.0,1000.0,76.23
+5.0,0.1,0.010720588235294117,0.313,0.0,1000.0,199.971
+5.0,0.30000000000000004,0.013681372549019608,0.233,0.0,1000.0,146.419
+5.0,0.5000000000000001,0.015230392156862746,0.245,0.0,1000.0,113.1
+5.0,0.7000000000000001,0.015607843137254902,0.246,0.0,1000.0,99.363
+5.0,0.9000000000000001,0.015519607843137256,0.232,0.0,1000.0,89.715
+5.0,1.1000000000000003,0.01582843137254902,0.227,0.0,1000.0,81.822
+5.0,1.3000000000000003,0.015740196078431374,0.227,0.0,1000.0,77.211
+5.0,1.5000000000000004,0.016857843137254903,0.228,0.0,1000.0,74.522
+5.0,1.7000000000000004,0.014058823529411764,0.203,0.0,1000.0,66.829
+5.0,1.9000000000000004,0.014838235294117647,0.217,0.0,1000.0,66.522
+5.0,2.1000000000000005,0.016833333333333332,0.282,0.0,1000.0,73.051
+6.0,0.1,0.008166666666666666,0.271,0.0,1000.0,199.964
+6.0,0.30000000000000004,0.01325,0.246,0.0,1000.0,145.758
+6.0,0.5000000000000001,0.015004901960784314,0.24,0.0,1000.0,114.664
+6.0,0.7000000000000001,0.015352941176470588,0.24,0.0,1000.0,101.446
+6.0,0.9000000000000001,0.015485294117647059,0.237,0.0,1000.0,93.407
+6.0,1.1000000000000003,0.017058823529411765,0.238,0.0,1000.0,87.738
+6.0,1.3000000000000003,0.017034313725490195,0.232,0.0,1000.0,82.622
+6.0,1.5000000000000004,0.014166666666666666,0.208,0.0,1000.0,74.684
+6.0,1.7000000000000004,0.01684313725490196,0.239,0.0,1000.0,74.161
+6.0,1.9000000000000004,0.015112745098039216,0.22,0.0,1000.0,66.528
+6.0,2.1000000000000005,0.017333333333333333,0.286,0.0,1000.0,74.439
+7.0,0.1,0.005862745098039216,0.215,0.0,1000.0,199.924
+7.0,0.30000000000000004,0.012166666666666666,0.233,0.0,1000.0,145.107
+7.0,0.5000000000000001,0.013259803921568628,0.22,0.0,1000.0,115.938
+7.0,0.7000000000000001,0.015220588235294118,0.234,0.0,1000.0,103.581
+7.0,0.9000000000000001,0.016931372549019608,0.242,0.0,1000.0,98.292
+7.0,1.1000000000000003,0.017240196078431372,0.252,0.0,1000.0,92.647
+7.0,1.3000000000000003,0.017009803921568627,0.238,0.0,1000.0,86.291
+7.0,1.5000000000000004,0.016107843137254902,0.227,0.0,1000.0,81.439
+7.0,1.7000000000000004,0.016823529411764706,0.239,0.0,1000.0,76.045
+7.0,1.9000000000000004,0.014926470588235295,0.22,0.0,1000.0,67.46
+7.0,2.1000000000000005,0.017911764705882353,0.296,0.0,1000.0,76.326
+8.0,0.1,0.004583333333333333,0.188,0.0,1000.0,199.863
+8.0,0.30000000000000004,0.011441176470588236,0.214,0.0,1000.0,144.44
+8.0,0.5000000000000001,0.014107843137254902,0.237,0.0,1000.0,118.694
+8.0,0.7000000000000001,0.017926470588235294,0.274,0.0,1000.0,112.823
+8.0,0.9000000000000001,0.015549019607843138,0.234,0.0,1000.0,100.218
+8.0,1.1000000000000003,0.01740686274509804,0.261,0.0,1000.0,96.353
+8.0,1.3000000000000003,0.017088235294117647,0.24,0.0,1000.0,89.953
+8.0,1.5000000000000004,0.01727450980392157,0.243,0.0,1000.0,84.895
+8.0,1.7000000000000004,0.016769607843137253,0.239,0.0,1000.0,77.952
+8.0,1.9000000000000004,0.015254901960784314,0.225,0.0,1000.0,68.861
+8.0,2.1000000000000005,0.02041176470588235,0.33,0.0,1000.0,82.074
+9.0,0.1,0.003200980392156863,0.154,0.0,1000.0,199.883
+9.0,0.30000000000000004,0.010975490196078432,0.209,0.0,1000.0,146.426
+9.0,0.5000000000000001,0.013784313725490197,0.229,0.0,1000.0,119.561
+9.0,0.7000000000000001,0.015357843137254901,0.243,0.0,1000.0,111.475
+9.0,0.9000000000000001,0.015602941176470589,0.232,0.0,1000.0,102.627
+9.0,1.1000000000000003,0.01565686274509804,0.235,0.0,1000.0,97.911
+9.0,1.3000000000000003,0.01855392156862745,0.266,0.0,1000.0,98.402
+9.0,1.5000000000000004,0.01822549019607843,0.262,0.0,1000.0,91.4
+9.0,1.7000000000000004,0.01581372549019608,0.224,0.0,1000.0,79.224
+9.0,1.9000000000000004,0.012926470588235294,0.202,0.0,1000.0,66.081
+9.0,2.1000000000000005,0.021838235294117648,0.334,0.0,1000.0,83.142

latex/thesis/res/admm/mu_rho_kavg_20433484_metadata.json

@@ -0,0 +1,10 @@
+{
+    "duration": 77.23330376800004,
+    "name": "mu_rho_kavg_20433484",
+    "platform": "Linux-6.2.10-arch1-1-x86_64-with-glibc2.37",
+    "K": 200,
+    "epsilon_pri": 1e-05,
+    "epsilon_dual": 1e-05,
+    "num_iterations": 1000,
+    "end_time": "2023-04-17 20:14:12.314697"
+}

latex/thesis/res/admm/mu_rho_kavg_20455187.csv

@@ -0,0 +1,100 @@
+mu,rho,BER,FER,DFR,num_iterations,k_avg
+1.0,0.1,0.08772549019607843,0.973,0.0,1000.0,200.0
+1.0,0.30000000000000004,0.0773921568627451,0.87,0.0,1000.0,195.226
+1.0,0.5000000000000001,0.07654411764705882,0.844,0.0,1000.0,187.254
+1.0,0.7000000000000001,0.07599019607843137,0.832,0.0,1000.0,182.298
+1.0,0.9000000000000001,0.0757843137254902,0.826,0.0,1000.0,178.944
+1.0,1.1000000000000003,0.0755735294117647,0.823,0.0,1000.0,176.402
+1.0,1.3000000000000003,0.0755343137254902,0.819,0.0,1000.0,174.834
+1.0,1.5000000000000004,0.07591666666666666,0.804,0.0,1000.0,172.195
+1.0,1.7000000000000004,0.07605392156862745,0.804,0.0,1000.0,171.111
+1.0,1.9000000000000004,0.07604901960784313,0.804,0.0,1000.0,170.282
+1.0,2.1000000000000005,0.0774313725490196,0.848,0.0,1000.0,175.692
+2.0,0.1,0.08072549019607843,0.935,0.0,1000.0,200.0
+2.0,0.30000000000000004,0.07724019607843137,0.858,0.0,1000.0,195.014
+2.0,0.5000000000000001,0.07635294117647058,0.832,0.0,1000.0,187.459
+2.0,0.7000000000000001,0.07558333333333334,0.829,0.0,1000.0,182.744
+2.0,0.9000000000000001,0.07544607843137255,0.824,0.0,1000.0,179.49
+2.0,1.1000000000000003,0.0753578431372549,0.821,0.0,1000.0,176.991
+2.0,1.3000000000000003,0.07523529411764705,0.819,0.0,1000.0,175.373
+2.0,1.5000000000000004,0.07524509803921568,0.818,0.0,1000.0,174.117
+2.0,1.7000000000000004,0.07509803921568628,0.818,0.0,1000.0,173.124
+2.0,1.9000000000000004,0.07513725490196078,0.818,0.0,1000.0,172.267
+2.0,2.1000000000000005,0.0788578431372549,0.869,0.0,1000.0,178.438
+3.0,0.1,0.0632107843137255,0.883,0.0,1000.0,200.0
+3.0,0.30000000000000004,0.07519117647058823,0.84,0.0,1000.0,194.565
+3.0,0.5000000000000001,0.07582843137254902,0.828,0.0,1000.0,187.915
+3.0,0.7000000000000001,0.07592156862745097,0.824,0.0,1000.0,184.154
+3.0,0.9000000000000001,0.07584803921568628,0.819,0.0,1000.0,181.354
+3.0,1.1000000000000003,0.07580392156862745,0.813,0.0,1000.0,178.891
+3.0,1.3000000000000003,0.07425,0.818,0.0,1000.0,177.218
+3.0,1.5000000000000004,0.07422058823529412,0.817,0.0,1000.0,175.531
+3.0,1.7000000000000004,0.07403921568627451,0.814,0.0,1000.0,173.715
+3.0,1.9000000000000004,0.07388725490196078,0.809,0.0,1000.0,171.71
+3.0,2.1000000000000005,0.07776960784313726,0.876,0.0,1000.0,178.917
+4.0,0.1,0.04632843137254902,0.805,0.0,1000.0,200.0
+4.0,0.30000000000000004,0.07025,0.822,0.0,1000.0,194.388
+4.0,0.5000000000000001,0.07254411764705883,0.807,0.0,1000.0,186.805
+4.0,0.7000000000000001,0.07342156862745099,0.808,0.0,1000.0,183.41
+4.0,0.9000000000000001,0.07355882352941176,0.806,0.0,1000.0,180.897
+4.0,1.1000000000000003,0.07379901960784313,0.804,0.0,1000.0,178.452
+4.0,1.3000000000000003,0.07369117647058823,0.804,0.0,1000.0,176.085
+4.0,1.5000000000000004,0.07353921568627451,0.801,0.0,1000.0,173.731
+4.0,1.7000000000000004,0.07317647058823529,0.8,0.0,1000.0,171.018
+4.0,1.9000000000000004,0.07190686274509804,0.766,0.0,1000.0,167.045
+4.0,2.1000000000000005,0.07666176470588236,0.851,0.0,1000.0,174.865
+5.0,0.1,0.03283333333333333,0.705,0.0,1000.0,200.0
+5.0,0.30000000000000004,0.06461274509803921,0.776,0.0,1000.0,193.83
+5.0,0.5000000000000001,0.07174509803921568,0.802,0.0,1000.0,187.048
+5.0,0.7000000000000001,0.0719264705882353,0.81,0.0,1000.0,185.098
+5.0,0.9000000000000001,0.07260294117647059,0.813,0.0,1000.0,183.2
+5.0,1.1000000000000003,0.0728921568627451,0.805,0.0,1000.0,181.161
+5.0,1.3000000000000003,0.07406862745098039,0.805,0.0,1000.0,177.853
+5.0,1.5000000000000004,0.07386764705882352,0.801,0.0,1000.0,175.179
+5.0,1.7000000000000004,0.0735735294117647,0.796,0.0,1000.0,171.841
+5.0,1.9000000000000004,0.07310294117647059,0.788,0.0,1000.0,167.953
+5.0,2.1000000000000005,0.08022549019607843,0.884,0.0,1000.0,180.633
+6.0,0.1,0.024387254901960784,0.652,0.0,1000.0,199.995
+6.0,0.30000000000000004,0.06191666666666667,0.781,0.0,1000.0,193.401
+6.0,0.5000000000000001,0.07191666666666667,0.831,0.0,1000.0,191.348
+6.0,0.7000000000000001,0.07505882352941176,0.844,0.0,1000.0,189.678
+6.0,0.9000000000000001,0.07622058823529412,0.844,0.0,1000.0,188.318
+6.0,1.1000000000000003,0.07639705882352942,0.84,0.0,1000.0,186.663
+6.0,1.3000000000000003,0.07495098039215686,0.839,0.0,1000.0,184.315
+6.0,1.5000000000000004,0.0746029411764706,0.833,0.0,1000.0,181.746
+6.0,1.7000000000000004,0.07509803921568628,0.818,0.0,1000.0,178.311
+6.0,1.9000000000000004,0.07445098039215686,0.801,0.0,1000.0,173.671
+6.0,2.1000000000000005,0.07986274509803921,0.886,0.0,1000.0,180.83
+7.0,0.1,0.016431372549019607,0.559,0.0,1000.0,200.0
+7.0,0.30000000000000004,0.05860294117647059,0.776,0.0,1000.0,195.07
+7.0,0.5000000000000001,0.0690343137254902,0.839,0.0,1000.0,191.773
+7.0,0.7000000000000001,0.07377941176470589,0.834,0.0,1000.0,189.591
+7.0,0.9000000000000001,0.07507843137254902,0.855,0.0,1000.0,189.355
+7.0,1.1000000000000003,0.07604411764705882,0.839,0.0,1000.0,186.833
+7.0,1.3000000000000003,0.07512745098039215,0.848,0.0,1000.0,185.865
+7.0,1.5000000000000004,0.07527450980392157,0.821,0.0,1000.0,181.373
+7.0,1.7000000000000004,0.07145588235294117,0.782,0.0,1000.0,175.082
+7.0,1.9000000000000004,0.07071078431372549,0.768,0.0,1000.0,169.175
+7.0,2.1000000000000005,0.08090196078431372,0.879,0.0,1000.0,179.744
+8.0,0.1,0.011333333333333334,0.49,0.0,1000.0,200.0
+8.0,0.30000000000000004,0.055058823529411764,0.768,0.0,1000.0,195.443
+8.0,0.5000000000000001,0.06694117647058824,0.793,0.0,1000.0,191.678
+8.0,0.7000000000000001,0.07341176470588236,0.836,0.0,1000.0,190.781
+8.0,0.9000000000000001,0.07317647058823529,0.819,0.0,1000.0,189.043
+8.0,1.1000000000000003,0.07339705882352941,0.823,0.0,1000.0,186.344
+8.0,1.3000000000000003,0.07308333333333333,0.815,0.0,1000.0,183.981
+8.0,1.5000000000000004,0.07266666666666667,0.802,0.0,1000.0,180.569
+8.0,1.7000000000000004,0.07181372549019607,0.788,0.0,1000.0,175.289
+8.0,1.9000000000000004,0.07034313725490196,0.768,0.0,1000.0,169.91
+8.0,2.1000000000000005,0.07980392156862745,0.875,0.0,1000.0,178.634
+9.0,0.1,0.007715686274509804,0.395,0.0,1000.0,200.0
+9.0,0.30000000000000004,0.04993137254901961,0.741,0.0,1000.0,195.107
+9.0,0.5000000000000001,0.06566666666666666,0.795,0.0,1000.0,192.704
+9.0,0.7000000000000001,0.07115686274509804,0.816,0.0,1000.0,191.52
+9.0,0.9000000000000001,0.07283333333333333,0.821,0.0,1000.0,189.962
+9.0,1.1000000000000003,0.07500980392156863,0.845,0.0,1000.0,189.53
+9.0,1.3000000000000003,0.07351960784313726,0.814,0.0,1000.0,185.925
+9.0,1.5000000000000004,0.07284313725490196,0.801,0.0,1000.0,182.016
+9.0,1.7000000000000004,0.07101960784313725,0.787,0.0,1000.0,176.943
+9.0,1.9000000000000004,0.07030882352941177,0.77,0.0,1000.0,169.935
+9.0,2.1000000000000005,0.07980392156862745,0.879,0.0,1000.0,180.147

latex/thesis/res/admm/mu_rho_kavg_20455187_metadata.json

@@ -0,0 +1,10 @@
+{
+    "duration": 299.0503712320001,
+    "name": "mu_rho_kavg_20455187",
+    "platform": "Linux-6.2.10-arch1-1-x86_64-with-glibc2.37",
+    "K": 200,
+    "epsilon_pri": 1e-05,
+    "epsilon_dual": 1e-05,
+    "num_iterations": 1000,
+    "end_time": "2023-04-17 20:20:50.550679"
+}

latex/thesis/res/admm/mu_rho_kavg_40833844.csv

@@ -0,0 +1,100 @@
+mu,rho,BER,FER,DFR,num_iterations,k_avg
+1.0,0.1,0.03399264705882353,0.922,0.0,1000.0,200.0
+1.0,0.30000000000000004,0.01420343137254902,0.408,0.0,1000.0,178.259
+1.0,0.5000000000000001,0.012176470588235294,0.301,0.0,1000.0,140.932
+1.0,0.7000000000000001,0.01138235294117647,0.267,0.0,1000.0,118.111
+1.0,0.9000000000000001,0.010914215686274509,0.242,0.0,1000.0,103.139
+1.0,1.1000000000000003,0.010727941176470588,0.235,0.0,1000.0,92.489
+1.0,1.3000000000000003,0.010561274509803922,0.225,0.0,1000.0,85.928
+1.0,1.5000000000000004,0.009975490196078431,0.204,0.0,1000.0,77.216
+1.0,1.7000000000000004,0.009948529411764705,0.199,0.0,1000.0,73.493
+1.0,1.9000000000000004,0.010002450980392158,0.198,0.0,1000.0,70.623
+1.0,2.1000000000000005,0.010610294117647058,0.221,0.0,1000.0,73.094
+2.0,0.1,0.026083333333333333,0.746,0.0,1000.0,200.0
+2.0,0.30000000000000004,0.011774509803921569,0.302,0.0,1000.0,165.367
+2.0,0.5000000000000001,0.010534313725490196,0.236,0.0,1000.0,125.414
+2.0,0.7000000000000001,0.010723039215686275,0.228,0.0,1000.0,102.986
+2.0,0.9000000000000001,0.01013235294117647,0.21,0.0,1000.0,89.036
+2.0,1.1000000000000003,0.010502450980392156,0.221,0.0,1000.0,80.461
+2.0,1.3000000000000003,0.010522058823529412,0.218,0.0,1000.0,75.228
+2.0,1.5000000000000004,0.010490196078431373,0.212,0.0,1000.0,71.596
+2.0,1.7000000000000004,0.009196078431372549,0.188,0.0,1000.0,65.522
+2.0,1.9000000000000004,0.01045343137254902,0.209,0.0,1000.0,67.157
+2.0,2.1000000000000005,0.010752450980392157,0.231,0.0,1000.0,69.984
+3.0,0.1,0.018892156862745098,0.618,0.0,1000.0,200.0
+3.0,0.30000000000000004,0.010818627450980393,0.272,0.0,1000.0,160.939
+3.0,0.5000000000000001,0.009674019607843138,0.226,0.0,1000.0,120.299
+3.0,0.7000000000000001,0.010524509803921568,0.226,0.0,1000.0,102.27
+3.0,0.9000000000000001,0.010610294117647058,0.219,0.0,1000.0,91.944
+3.0,1.1000000000000003,0.009254901960784314,0.197,0.0,1000.0,77.555
+3.0,1.3000000000000003,0.010541666666666666,0.213,0.0,1000.0,77.878
+3.0,1.5000000000000004,0.010448529411764705,0.21,0.0,1000.0,73.729
+3.0,1.7000000000000004,0.01045343137254902,0.209,0.0,1000.0,70.556
+3.0,1.9000000000000004,0.010394607843137255,0.207,0.0,1000.0,68.321
+3.0,2.1000000000000005,0.012656862745098038,0.285,0.0,1000.0,78.782
+4.0,0.1,0.013752450980392157,0.543,0.0,1000.0,200.0
+4.0,0.30000000000000004,0.010294117647058823,0.263,0.0,1000.0,159.466
+4.0,0.5000000000000001,0.010789215686274509,0.245,0.0,1000.0,124.778
+4.0,0.7000000000000001,0.010843137254901962,0.235,0.0,1000.0,106.597
+4.0,0.9000000000000001,0.01036764705882353,0.231,0.0,1000.0,94.946
+4.0,1.1000000000000003,0.010200980392156863,0.211,0.0,1000.0,85.479
+4.0,1.3000000000000003,0.010029411764705882,0.205,0.0,1000.0,79.729
+4.0,1.5000000000000004,0.010223039215686274,0.219,0.0,1000.0,77.187
+4.0,1.7000000000000004,0.01028186274509804,0.212,0.0,1000.0,72.772
+4.0,1.9000000000000004,0.010193627450980392,0.211,0.0,1000.0,69.495
+4.0,2.1000000000000005,0.01350735294117647,0.305,0.0,1000.0,80.754
+5.0,0.1,0.009276960784313726,0.451,0.0,1000.0,200.0
+5.0,0.30000000000000004,0.010801470588235294,0.273,0.0,1000.0,160.526
+5.0,0.5000000000000001,0.010950980392156863,0.252,0.0,1000.0,126.568
+5.0,0.7000000000000001,0.010583333333333333,0.243,0.0,1000.0,109.731
+5.0,0.9000000000000001,0.010649509803921568,0.236,0.0,1000.0,100.156
+5.0,1.1000000000000003,0.010477941176470587,0.23,0.0,1000.0,91.984
+5.0,1.3000000000000003,0.01031372549019608,0.221,0.0,1000.0,85.116
+5.0,1.5000000000000004,0.008808823529411765,0.189,0.0,1000.0,75.203
+5.0,1.7000000000000004,0.01045343137254902,0.214,0.0,1000.0,73.074
+5.0,1.9000000000000004,0.009987745098039215,0.202,0.0,1000.0,68.401
+5.0,2.1000000000000005,0.014372549019607843,0.324,0.0,1000.0,84.258
+6.0,0.1,0.006482843137254902,0.353,0.0,1000.0,200.0
+6.0,0.30000000000000004,0.00963970588235294,0.269,0.0,1000.0,162.694
+6.0,0.5000000000000001,0.010389705882352942,0.252,0.0,1000.0,129.146
+6.0,0.7000000000000001,0.009105392156862745,0.216,0.0,1000.0,109.342
+6.0,0.9000000000000001,0.01049264705882353,0.227,0.0,1000.0,104.179
+6.0,1.1000000000000003,0.010573529411764706,0.233,0.0,1000.0,95.673
+6.0,1.3000000000000003,0.010610294117647058,0.22,0.0,1000.0,87.318
+6.0,1.5000000000000004,0.00904656862745098,0.194,0.0,1000.0,78.642
+6.0,1.7000000000000004,0.010232843137254902,0.207,0.0,1000.0,77.073
+6.0,1.9000000000000004,0.010200980392156863,0.211,0.0,1000.0,69.385
+6.0,2.1000000000000005,0.015017156862745098,0.337,0.0,1000.0,86.164
+7.0,0.1,0.004303921568627451,0.287,0.0,1000.0,200.0
+7.0,0.30000000000000004,0.007014705882352941,0.209,0.0,1000.0,159.98
+7.0,0.5000000000000001,0.00858578431372549,0.222,0.0,1000.0,126.802
+7.0,0.7000000000000001,0.009107843137254903,0.218,0.0,1000.0,113.039
+7.0,0.9000000000000001,0.009259803921568627,0.215,0.0,1000.0,103.988
+7.0,1.1000000000000003,0.009279411764705882,0.202,0.0,1000.0,97.007
+7.0,1.3000000000000003,0.010710784313725491,0.228,0.0,1000.0,91.598
+7.0,1.5000000000000004,0.01029656862745098,0.214,0.0,1000.0,87.413
+7.0,1.7000000000000004,0.010208333333333333,0.209,0.0,1000.0,79.826
+7.0,1.9000000000000004,0.01011029411764706,0.203,0.0,1000.0,71.692
+7.0,2.1000000000000005,0.01419607843137255,0.323,0.0,1000.0,84.352
+8.0,0.1,0.002213235294117647,0.195,0.0,1000.0,200.0
+8.0,0.30000000000000004,0.007424019607843137,0.242,0.0,1000.0,163.466
+8.0,0.5000000000000001,0.00836029411764706,0.222,0.0,1000.0,129.016
+8.0,0.7000000000000001,0.009120098039215686,0.227,0.0,1000.0,116.799
+8.0,0.9000000000000001,0.009024509803921568,0.207,0.0,1000.0,108.641
+8.0,1.1000000000000003,0.009379901960784314,0.206,0.0,1000.0,102.087
+8.0,1.3000000000000003,0.009267156862745098,0.202,0.0,1000.0,94.646
+8.0,1.5000000000000004,0.009825980392156862,0.216,0.0,1000.0,92.87
+8.0,1.7000000000000004,0.010208333333333333,0.21,0.0,1000.0,82.53
+8.0,1.9000000000000004,0.010029411764705882,0.203,0.0,1000.0,73.072
+8.0,2.1000000000000005,0.014436274509803922,0.323,0.0,1000.0,84.913
+9.0,0.1,0.0015245098039215687,0.148,0.0,1000.0,200.0
+9.0,0.30000000000000004,0.006683823529411765,0.216,0.0,1000.0,159.878
+9.0,0.5000000000000001,0.009340686274509805,0.237,0.0,1000.0,131.949
+9.0,0.7000000000000001,0.010125,0.266,0.0,1000.0,126.926
+9.0,0.9000000000000001,0.009536764705882352,0.221,0.0,1000.0,114.401
+9.0,1.1000000000000003,0.009458333333333332,0.21,0.0,1000.0,106.91
+9.0,1.3000000000000003,0.010245098039215686,0.235,0.0,1000.0,105.052
+9.0,1.5000000000000004,0.010237745098039215,0.224,0.0,1000.0,91.906
+9.0,1.7000000000000004,0.010480392156862745,0.214,0.0,1000.0,82.018
+9.0,1.9000000000000004,0.009495098039215687,0.195,0.0,1000.0,72.756
+9.0,2.1000000000000005,0.015036764705882354,0.329,0.0,1000.0,86.995

latex/thesis/res/admm/mu_rho_kavg_40833844_metadata.json

@@ -0,0 +1,10 @@
+{
+    "duration": 226.94167350900034,
+    "name": "mu_rho_kavg_40833844",
+    "platform": "Linux-6.2.10-arch1-1-x86_64-with-glibc2.37",
+    "K": 200,
+    "epsilon_pri": 1e-05,
+    "epsilon_dual": 1e-05,
+    "num_iterations": 1000,
+    "end_time": "2023-04-17 20:25:00.813737"
+}

latex/thesis/res/admm/mu_rho_kavg_963965.csv

@@ -0,0 +1,100 @@
+mu,rho,BER,FER,DFR,num_iterations,k_avg
+1.0,0.1,0.04051041666666667,0.551,0.0,1000.0,199.804
+1.0,0.30000000000000004,0.027177083333333334,0.284,0.0,1000.0,142.055
+1.0,0.5000000000000001,0.02546875,0.25,0.0,1000.0,106.932
+1.0,0.7000000000000001,0.024614583333333332,0.238,0.0,1000.0,89.39
+1.0,0.9000000000000001,0.02428125,0.235,0.0,1000.0,78.55
+1.0,1.1000000000000003,0.024072916666666666,0.231,0.0,1000.0,70.854
+1.0,1.3000000000000003,0.024229166666666666,0.23,0.0,1000.0,67.119
+1.0,1.5000000000000004,0.024614583333333332,0.229,0.0,1000.0,63.874
+1.0,1.7000000000000004,0.024729166666666667,0.228,0.0,1000.0,62.023
+1.0,1.9000000000000004,0.024958333333333332,0.227,0.0,1000.0,60.761
+1.0,2.1000000000000005,0.024822916666666667,0.242,0.0,1000.0,62.67
+2.0,0.1,0.03396875,0.399,0.0,1000.0,199.613
+2.0,0.30000000000000004,0.025604166666666667,0.262,0.0,1000.0,130.896
+2.0,0.5000000000000001,0.025333333333333333,0.242,0.0,1000.0,98.266
+2.0,0.7000000000000001,0.024666666666666667,0.239,0.0,1000.0,83.753
+2.0,0.9000000000000001,0.0245,0.235,0.0,1000.0,74.182
+2.0,1.1000000000000003,0.024395833333333332,0.235,0.0,1000.0,67.51
+2.0,1.3000000000000003,0.024416666666666666,0.233,0.0,1000.0,64.43
+2.0,1.5000000000000004,0.024166666666666666,0.232,0.0,1000.0,62.27
+2.0,1.7000000000000004,0.02266666666666667,0.217,0.0,1000.0,60.463
+2.0,1.9000000000000004,0.02246875,0.217,0.0,1000.0,59.228
+2.0,2.1000000000000005,0.024,0.263,0.0,1000.0,65.808
+3.0,0.1,0.02690625,0.357,0.0,1000.0,199.519
+3.0,0.30000000000000004,0.02471875,0.248,0.0,1000.0,129.881
+3.0,0.5000000000000001,0.022822916666666665,0.238,0.0,1000.0,100.615
+3.0,0.7000000000000001,0.024489583333333332,0.238,0.0,1000.0,84.416
+3.0,0.9000000000000001,0.0228125,0.226,0.0,1000.0,74.765
+3.0,1.1000000000000003,0.022645833333333334,0.222,0.0,1000.0,68.337
+3.0,1.3000000000000003,0.02269791666666667,0.22,0.0,1000.0,65.036
+3.0,1.5000000000000004,0.0226875,0.22,0.0,1000.0,62.392
+3.0,1.7000000000000004,0.02271875,0.217,0.0,1000.0,61.503
+3.0,1.9000000000000004,0.024416666666666666,0.227,0.0,1000.0,59.819
+3.0,2.1000000000000005,0.024395833333333332,0.272,0.0,1000.0,67.514
+4.0,0.1,0.021052083333333332,0.292,0.0,1000.0,199.123
+4.0,0.30000000000000004,0.02440625,0.247,0.0,1000.0,128.947
+4.0,0.5000000000000001,0.024635416666666667,0.239,0.0,1000.0,99.197
+4.0,0.7000000000000001,0.023583333333333335,0.237,0.0,1000.0,84.968
+4.0,0.9000000000000001,0.022583333333333334,0.227,0.0,1000.0,77.136
+4.0,1.1000000000000003,0.02259375,0.223,0.0,1000.0,71.086
+4.0,1.3000000000000003,0.022260416666666668,0.224,0.0,1000.0,68.534
+4.0,1.5000000000000004,0.02266666666666667,0.22,0.0,1000.0,64.469
+4.0,1.7000000000000004,0.023916666666666666,0.233,0.0,1000.0,62.943
+4.0,1.9000000000000004,0.023510416666666666,0.226,0.0,1000.0,59.495
+4.0,2.1000000000000005,0.026416666666666668,0.281,0.0,1000.0,67.927
+5.0,0.1,0.01621875,0.249,0.0,1000.0,198.807
+5.0,0.30000000000000004,0.02171875,0.235,0.0,1000.0,127.114
+5.0,0.5000000000000001,0.02246875,0.236,0.0,1000.0,96.915
+5.0,0.7000000000000001,0.024375,0.235,0.0,1000.0,88.414
+5.0,0.9000000000000001,0.022177083333333333,0.227,0.0,1000.0,81.357
+5.0,1.1000000000000003,0.02359375,0.234,0.0,1000.0,74.386
+5.0,1.3000000000000003,0.023458333333333335,0.234,0.0,1000.0,70.634
+5.0,1.5000000000000004,0.023635416666666666,0.228,0.0,1000.0,69.184
+5.0,1.7000000000000004,0.023145833333333334,0.23,0.0,1000.0,63.329
+5.0,1.9000000000000004,0.021791666666666668,0.22,0.0,1000.0,59.901
+5.0,2.1000000000000005,0.024270833333333332,0.272,0.0,1000.0,67.515
+6.0,0.1,0.012125,0.21,0.0,1000.0,198.153
+6.0,0.30000000000000004,0.019291666666666665,0.218,0.0,1000.0,126.113
+6.0,0.5000000000000001,0.022416666666666668,0.234,0.0,1000.0,100.395
+6.0,0.7000000000000001,0.022145833333333333,0.231,0.0,1000.0,90.956
+6.0,0.9000000000000001,0.0235625,0.235,0.0,1000.0,83.059
+6.0,1.1000000000000003,0.024322916666666666,0.239,0.0,1000.0,77.957
+6.0,1.3000000000000003,0.02409375,0.237,0.0,1000.0,74.162
+6.0,1.5000000000000004,0.02709375,0.265,0.0,1000.0,76.751
+6.0,1.7000000000000004,0.02328125,0.228,0.0,1000.0,64.33
+6.0,1.9000000000000004,0.024541666666666666,0.223,0.0,1000.0,61.95
+6.0,2.1000000000000005,0.024541666666666666,0.275,0.0,1000.0,68.532
+7.0,0.1,0.008489583333333333,0.174,0.0,1000.0,197.931
+7.0,0.30000000000000004,0.018458333333333334,0.215,0.0,1000.0,124.84
+7.0,0.5000000000000001,0.021604166666666667,0.23,0.0,1000.0,99.627
+7.0,0.7000000000000001,0.021875,0.221,0.0,1000.0,91.176
+7.0,0.9000000000000001,0.024104166666666666,0.241,0.0,1000.0,86.295
+7.0,1.1000000000000003,0.02420833333333333,0.24,0.0,1000.0,83.531
+7.0,1.3000000000000003,0.024125,0.239,0.0,1000.0,76.971
+7.0,1.5000000000000004,0.024666666666666667,0.239,0.0,1000.0,74.785
+7.0,1.7000000000000004,0.023572916666666666,0.226,0.0,1000.0,68.602
+7.0,1.9000000000000004,0.023072916666666665,0.22,0.0,1000.0,62.776
+7.0,2.1000000000000005,0.027447916666666666,0.302,0.0,1000.0,72.794
+8.0,0.1,0.007395833333333333,0.156,0.0,1000.0,197.768
+8.0,0.30000000000000004,0.016958333333333332,0.205,0.0,1000.0,126.574
+8.0,0.5000000000000001,0.020947916666666667,0.229,0.0,1000.0,101.468
+8.0,0.7000000000000001,0.0228125,0.233,0.0,1000.0,92.78
+8.0,0.9000000000000001,0.023458333333333335,0.243,0.0,1000.0,87.374
+8.0,1.1000000000000003,0.023302083333333334,0.239,0.0,1000.0,83.338
+8.0,1.3000000000000003,0.023104166666666665,0.234,0.0,1000.0,78.985
+8.0,1.5000000000000004,0.023739583333333335,0.231,0.0,1000.0,76.607
+8.0,1.7000000000000004,0.02321875,0.231,0.0,1000.0,70.597
+8.0,1.9000000000000004,0.0255625,0.252,0.0,1000.0,69.445
+8.0,2.1000000000000005,0.0265625,0.304,0.0,1000.0,73.754
+9.0,0.1,0.006625,0.148,0.0,1000.0,197.126
+9.0,0.30000000000000004,0.019614583333333335,0.231,0.0,1000.0,133.765
+9.0,0.5000000000000001,0.020947916666666667,0.224,0.0,1000.0,108.166
+9.0,0.7000000000000001,0.020614583333333332,0.216,0.0,1000.0,94.369
+9.0,0.9000000000000001,0.0255625,0.246,0.0,1000.0,92.274
+9.0,1.1000000000000003,0.02325,0.243,0.0,1000.0,86.457
+9.0,1.3000000000000003,0.023322916666666665,0.238,0.0,1000.0,81.733
+9.0,1.5000000000000004,0.025395833333333333,0.241,0.0,1000.0,76.717
+9.0,1.7000000000000004,0.0265625,0.263,0.0,1000.0,77.395
+9.0,1.9000000000000004,0.021802083333333333,0.206,0.0,1000.0,61.978
+9.0,2.1000000000000005,0.02734375,0.305,0.0,1000.0,73.959

latex/thesis/res/admm/mu_rho_kavg_963965_metadata.json

@@ -0,0 +1,10 @@
+{
+    "duration": 24.581720929999847,
+    "name": "mu_rho_kavg_963965",
+    "platform": "Linux-6.2.10-arch1-1-x86_64-with-glibc2.37",
+    "K": 200,
+    "epsilon_pri": 1e-05,
+    "epsilon_dual": 1e-05,
+    "num_iterations": 1000,
+    "end_time": "2023-04-17 20:12:25.532997"
+}

latex/thesis/res/admm/mu_rho_kavg_bch_31_26.csv

@@ -0,0 +1,100 @@
+mu,rho,BER,FER,DFR,num_iterations,k_avg
+1.0,0.1,0.04693548387096774,0.577,0.0,1000.0,156.089
+1.0,0.30000000000000004,0.043516129032258065,0.482,0.0,1000.0,120.89
+1.0,0.5000000000000001,0.04387096774193548,0.475,0.0,1000.0,101.688
+1.0,0.7000000000000001,0.04341935483870968,0.47,0.0,1000.0,88.283
+1.0,0.9000000000000001,0.04358064516129032,0.47,0.0,1000.0,78.19
+1.0,1.1000000000000003,0.043483870967741936,0.469,0.0,1000.0,71.539
+1.0,1.3000000000000003,0.043806451612903224,0.469,0.0,1000.0,70.019
+1.0,1.5000000000000004,0.04448387096774194,0.475,0.0,1000.0,73.249
+1.0,1.7000000000000004,0.044774193548387096,0.475,0.0,1000.0,79.86
+1.0,1.9000000000000004,0.0452258064516129,0.475,0.0,1000.0,85.882
+1.0,2.1000000000000005,0.043806451612903224,0.477,0.0,1000.0,86.777
+2.0,0.1,0.04238709677419355,0.513,0.0,1000.0,158.879
+2.0,0.30000000000000004,0.04361290322580645,0.479,0.0,1000.0,120.085
+2.0,0.5000000000000001,0.04419354838709678,0.477,0.0,1000.0,97.894
+2.0,0.7000000000000001,0.04416129032258065,0.469,0.0,1000.0,82.589
+2.0,0.9000000000000001,0.04361290322580645,0.476,0.0,1000.0,73.789
+2.0,1.1000000000000003,0.04374193548387097,0.467,0.0,1000.0,66.529
+2.0,1.3000000000000003,0.043548387096774194,0.467,0.0,1000.0,65.808
+2.0,1.5000000000000004,0.04341935483870968,0.484,0.0,1000.0,71.888
+2.0,1.7000000000000004,0.043774193548387096,0.467,0.0,1000.0,77.651
+2.0,1.9000000000000004,0.043483870967741936,0.467,0.0,1000.0,84.363
+2.0,2.1000000000000005,0.04206451612903226,0.469,0.0,1000.0,82.369
+3.0,0.1,0.04138709677419355,0.497,0.0,1000.0,159.639
+3.0,0.30000000000000004,0.041741935483870965,0.464,0.0,1000.0,118.336
+3.0,0.5000000000000001,0.04283870967741935,0.483,0.0,1000.0,96.827
+3.0,0.7000000000000001,0.04367741935483871,0.484,0.0,1000.0,82.673
+3.0,0.9000000000000001,0.043548387096774194,0.484,0.0,1000.0,73.369
+3.0,1.1000000000000003,0.041774193548387094,0.451,0.0,1000.0,65.091
+3.0,1.3000000000000003,0.04341935483870968,0.484,0.0,1000.0,67.864
+3.0,1.5000000000000004,0.046,0.488,0.0,1000.0,74.293
+3.0,1.7000000000000004,0.042451612903225806,0.463,0.0,1000.0,75.077
+3.0,1.9000000000000004,0.041483870967741934,0.463,0.0,1000.0,81.41
+3.0,2.1000000000000005,0.04154838709677419,0.466,0.0,1000.0,83.157
+4.0,0.1,0.03932258064516129,0.474,0.0,1000.0,159.212
+4.0,0.30000000000000004,0.04332258064516129,0.472,0.0,1000.0,118.623
+4.0,0.5000000000000001,0.04154838709677419,0.461,0.0,1000.0,95.369
+4.0,0.7000000000000001,0.041709677419354836,0.465,0.0,1000.0,81.33
+4.0,0.9000000000000001,0.042741935483870966,0.451,0.0,1000.0,72.35
+4.0,1.1000000000000003,0.04212903225806452,0.452,0.0,1000.0,67.011
+4.0,1.3000000000000003,0.046354838709677416,0.502,0.0,1000.0,72.786
+4.0,1.5000000000000004,0.04232258064516129,0.45,0.0,1000.0,69.162
+4.0,1.7000000000000004,0.042,0.449,0.0,1000.0,75.94
+4.0,1.9000000000000004,0.041935483870967745,0.448,0.0,1000.0,81.738
+4.0,2.1000000000000005,0.04503225806451613,0.496,0.0,1000.0,92.224
+5.0,0.1,0.037,0.45,0.0,1000.0,159.7
+5.0,0.30000000000000004,0.04335483870967742,0.471,0.0,1000.0,120.724
+5.0,0.5000000000000001,0.044774193548387096,0.479,0.0,1000.0,102.611
+5.0,0.7000000000000001,0.04161290322580645,0.464,0.0,1000.0,83.252
+5.0,0.9000000000000001,0.04596774193548387,0.509,0.0,1000.0,79.496
+5.0,1.1000000000000003,0.04629032258064516,0.489,0.0,1000.0,74.825
+5.0,1.3000000000000003,0.04616129032258064,0.489,0.0,1000.0,73.79
+5.0,1.5000000000000004,0.04206451612903226,0.451,0.0,1000.0,70.575
+5.0,1.7000000000000004,0.04396774193548387,0.478,0.0,1000.0,80.442
+5.0,1.9000000000000004,0.04467741935483871,0.476,0.0,1000.0,87.731
+5.0,2.1000000000000005,0.04387096774193548,0.481,0.0,1000.0,90.082
+6.0,0.1,0.0332258064516129,0.411,0.0,1000.0,154.367
+6.0,0.30000000000000004,0.041935483870967745,0.463,0.0,1000.0,119.894
+6.0,0.5000000000000001,0.04774193548387097,0.512,0.0,1000.0,105.08
+6.0,0.7000000000000001,0.044548387096774195,0.478,0.0,1000.0,88.875
+6.0,0.9000000000000001,0.04574193548387097,0.487,0.0,1000.0,82.59
+6.0,1.1000000000000003,0.04706451612903226,0.503,0.0,1000.0,78.191
+6.0,1.3000000000000003,0.04574193548387097,0.507,0.0,1000.0,76.649
+6.0,1.5000000000000004,0.0467741935483871,0.5,0.0,1000.0,78.588
+6.0,1.7000000000000004,0.044838709677419354,0.477,0.0,1000.0,82.228
+6.0,1.9000000000000004,0.04629032258064516,0.497,0.0,1000.0,90.418
+6.0,2.1000000000000005,0.045,0.507,0.0,1000.0,93.972
+7.0,0.1,0.0315483870967742,0.401,0.0,1000.0,152.571
+7.0,0.30000000000000004,0.04209677419354839,0.476,0.0,1000.0,124.814
+7.0,0.5000000000000001,0.043516129032258065,0.485,0.0,1000.0,106.455
+7.0,0.7000000000000001,0.04461290322580645,0.492,0.0,1000.0,93.436
+7.0,0.9000000000000001,0.04541935483870968,0.499,0.0,1000.0,84.213
+7.0,1.1000000000000003,0.04680645161290323,0.502,0.0,1000.0,80.377
+7.0,1.3000000000000003,0.04548387096774194,0.499,0.0,1000.0,76.457
+7.0,1.5000000000000004,0.04632258064516129,0.508,0.0,1000.0,79.327
+7.0,1.7000000000000004,0.0457741935483871,0.504,0.0,1000.0,85.752
+7.0,1.9000000000000004,0.0457741935483871,0.503,0.0,1000.0,91.049
+7.0,2.1000000000000005,0.043258064516129034,0.493,0.0,1000.0,93.856
+8.0,0.1,0.030806451612903227,0.403,0.0,1000.0,157.68
+8.0,0.30000000000000004,0.04064516129032258,0.466,0.0,1000.0,124.911
+8.0,0.5000000000000001,0.04235483870967742,0.467,0.0,1000.0,105.916
+8.0,0.7000000000000001,0.046,0.505,0.0,1000.0,95.462
+8.0,0.9000000000000001,0.04293548387096774,0.478,0.0,1000.0,84.859
+8.0,1.1000000000000003,0.044096774193548384,0.482,0.0,1000.0,79.073
+8.0,1.3000000000000003,0.046129032258064515,0.509,0.0,1000.0,78.595
+8.0,1.5000000000000004,0.049225806451612904,0.517,0.0,1000.0,81.049
+8.0,1.7000000000000004,0.046387096774193545,0.504,0.0,1000.0,86.91
+8.0,1.9000000000000004,0.04290322580645161,0.473,0.0,1000.0,88.259
+8.0,2.1000000000000005,0.042806451612903224,0.507,0.0,1000.0,94.453
+9.0,0.1,0.031096774193548386,0.396,0.0,1000.0,155.969
+9.0,0.30000000000000004,0.04370967741935484,0.484,0.0,1000.0,126.452
+9.0,0.5000000000000001,0.04209677419354839,0.492,0.0,1000.0,111.441
+9.0,0.7000000000000001,0.04293548387096774,0.473,0.0,1000.0,95.758
+9.0,0.9000000000000001,0.04364516129032258,0.478,0.0,1000.0,87.204
+9.0,1.1000000000000003,0.04925806451612903,0.52,0.0,1000.0,83.803
+9.0,1.3000000000000003,0.04487096774193548,0.488,0.0,1000.0,75.966
+9.0,1.5000000000000004,0.04293548387096774,0.461,0.0,1000.0,78.56
+9.0,1.7000000000000004,0.049,0.515,0.0,1000.0,88.433
+9.0,1.9000000000000004,0.04487096774193548,0.496,0.0,1000.0,89.996
+9.0,2.1000000000000005,0.04332258064516129,0.505,0.0,1000.0,97.225

latex/thesis/res/admm/mu_rho_kavg_bch_31_26_metadata.json

@@ -0,0 +1,10 @@
+{
+    "duration": 10.732620243999918,
+    "name": "mu_rho_kavg_bch_31_26",
+    "platform": "Linux-6.2.10-arch1-1-x86_64-with-glibc2.37",
+    "K": 200,
+    "epsilon_pri": 1e-05,
+    "epsilon_dual": 1e-05,
+    "num_iterations": 1000,
+    "end_time": "2023-04-17 20:11:28.872324"
+}

latex/thesis/res/admm/mu_rho_kavg_pegreg252x504.csv

@@ -0,0 +1,100 @@
+mu,rho,BER,FER,DFR,num_iterations,k_avg
+1.0,0.1,0.032996031746031745,0.953,0.0,1000.0,200.0
+1.0,0.30000000000000004,0.011017857142857143,0.342,0.0,1000.0,178.753
+1.0,0.5000000000000001,0.00923015873015873,0.242,0.0,1000.0,137.241
+1.0,0.7000000000000001,0.008472222222222223,0.204,0.0,1000.0,112.281
+1.0,0.9000000000000001,0.00729563492063492,0.172,0.0,1000.0,92.503
+1.0,1.1000000000000003,0.006976190476190476,0.155,0.0,1000.0,80.925
+1.0,1.3000000000000003,0.006853174603174603,0.146,0.0,1000.0,73.894
+1.0,1.5000000000000004,0.006652777777777777,0.141,0.0,1000.0,68.598
+1.0,1.7000000000000004,0.009,0.186,0.0,1000.0,73.378
+1.0,1.9000000000000004,0.008952380952380953,0.184,0.0,1000.0,70.205
+1.0,2.1000000000000005,0.00986111111111111,0.214,0.0,1000.0,72.903
+2.0,0.1,0.026097222222222223,0.804,0.0,1000.0,200.0
+2.0,0.30000000000000004,0.009458333333333332,0.269,0.0,1000.0,167.058
+2.0,0.5000000000000001,0.008501984126984127,0.207,0.0,1000.0,124.418
+2.0,0.7000000000000001,0.008396825396825397,0.191,0.0,1000.0,100.861
+2.0,0.9000000000000001,0.007704365079365079,0.164,0.0,1000.0,83.686
+2.0,1.1000000000000003,0.007579365079365079,0.156,0.0,1000.0,73.764
+2.0,1.3000000000000003,0.008166666666666666,0.179,0.0,1000.0,70.85
+2.0,1.5000000000000004,0.007496031746031746,0.148,0.0,1000.0,63.685
+2.0,1.7000000000000004,0.008329365079365079,0.174,0.0,1000.0,64.407
+2.0,1.9000000000000004,0.007490079365079365,0.148,0.0,1000.0,58.4
+2.0,2.1000000000000005,0.00978968253968254,0.223,0.0,1000.0,70.381
+3.0,0.1,0.018978174603174604,0.655,0.0,1000.0,200.0
+3.0,0.30000000000000004,0.009027777777777777,0.254,0.0,1000.0,164.938
+3.0,0.5000000000000001,0.008833333333333334,0.211,0.0,1000.0,122.818
+3.0,0.7000000000000001,0.007805555555555555,0.179,0.0,1000.0,98.867
+3.0,0.9000000000000001,0.007704365079365079,0.174,0.0,1000.0,84.818
+3.0,1.1000000000000003,0.007628968253968254,0.169,0.0,1000.0,75.325
+3.0,1.3000000000000003,0.0074523809523809525,0.154,0.0,1000.0,68.111
+3.0,1.5000000000000004,0.007406746031746032,0.153,0.0,1000.0,63.878
+3.0,1.7000000000000004,0.0074285714285714285,0.153,0.0,1000.0,60.553
+3.0,1.9000000000000004,0.007406746031746032,0.153,0.0,1000.0,58.225
+3.0,2.1000000000000005,0.00998015873015873,0.235,0.0,1000.0,70.826
+4.0,0.1,0.012162698412698413,0.54,0.0,1000.0,200.0
+4.0,0.30000000000000004,0.008823412698412698,0.24,0.0,1000.0,163.79
+4.0,0.5000000000000001,0.008166666666666666,0.209,0.0,1000.0,122.955
+4.0,0.7000000000000001,0.008601190476190476,0.207,0.0,1000.0,103.645
+4.0,0.9000000000000001,0.008458333333333333,0.198,0.0,1000.0,91.144
+4.0,1.1000000000000003,0.008331349206349207,0.193,0.0,1000.0,82.366
+4.0,1.3000000000000003,0.008246031746031746,0.187,0.0,1000.0,76.596
+4.0,1.5000000000000004,0.008206349206349207,0.169,0.0,1000.0,68.68
+4.0,1.7000000000000004,0.008140873015873016,0.168,0.0,1000.0,64.475
+4.0,1.9000000000000004,0.008136904761904762,0.167,0.0,1000.0,60.972
+4.0,2.1000000000000005,0.010115079365079365,0.248,0.0,1000.0,71.141
+5.0,0.1,0.007545634920634921,0.402,0.0,1000.0,200.0
+5.0,0.30000000000000004,0.007583333333333333,0.216,0.0,1000.0,161.239
+5.0,0.5000000000000001,0.007551587301587301,0.191,0.0,1000.0,121.095
+5.0,0.7000000000000001,0.0076924603174603175,0.181,0.0,1000.0,103.368
+5.0,0.9000000000000001,0.007896825396825397,0.181,0.0,1000.0,92.266
+5.0,1.1000000000000003,0.007517857142857143,0.163,0.0,1000.0,82.815
+5.0,1.3000000000000003,0.007488095238095238,0.159,0.0,1000.0,76.4
+5.0,1.5000000000000004,0.007113095238095238,0.149,0.0,1000.0,69.571
+5.0,1.7000000000000004,0.007972222222222223,0.169,0.0,1000.0,66.393
+5.0,1.9000000000000004,0.00725,0.151,0.0,1000.0,60.068
+5.0,2.1000000000000005,0.01122420634920635,0.267,0.0,1000.0,74.672
+6.0,0.1,0.00448015873015873,0.321,0.0,1000.0,200.0
+6.0,0.30000000000000004,0.007093253968253968,0.212,0.0,1000.0,160.645
+6.0,0.5000000000000001,0.007734126984126984,0.195,0.0,1000.0,124.105
+6.0,0.7000000000000001,0.008410714285714285,0.191,0.0,1000.0,107.958
+6.0,0.9000000000000001,0.007222222222222222,0.174,0.0,1000.0,94.752
+6.0,1.1000000000000003,0.007803571428571429,0.18,0.0,1000.0,89.942
+6.0,1.3000000000000003,0.008192460317460317,0.174,0.0,1000.0,82.033
+6.0,1.5000000000000004,0.008101190476190475,0.171,0.0,1000.0,75.453
+6.0,1.7000000000000004,0.008301587301587301,0.181,0.0,1000.0,72.479
+6.0,1.9000000000000004,0.007442460317460317,0.163,0.0,1000.0,63.131
+6.0,2.1000000000000005,0.010825396825396825,0.271,0.0,1000.0,75.217
+7.0,0.1,0.002859126984126984,0.254,0.0,1000.0,200.0
+7.0,0.30000000000000004,0.006523809523809524,0.219,0.0,1000.0,162.363
+7.0,0.5000000000000001,0.007240079365079365,0.189,0.0,1000.0,126.245
+7.0,0.7000000000000001,0.007930555555555555,0.198,0.0,1000.0,113.081
+7.0,0.9000000000000001,0.008021825396825397,0.196,0.0,1000.0,103.492
+7.0,1.1000000000000003,0.00846031746031746,0.188,0.0,1000.0,94.106
+7.0,1.3000000000000003,0.00751984126984127,0.167,0.0,1000.0,85.62
+7.0,1.5000000000000004,0.008384920634920636,0.186,0.0,1000.0,83.157
+7.0,1.7000000000000004,0.007013888888888889,0.159,0.0,1000.0,68.536
+7.0,1.9000000000000004,0.008029761904761904,0.175,0.0,1000.0,66.946
+7.0,2.1000000000000005,0.012087301587301588,0.281,0.0,1000.0,77.904
+8.0,0.1,0.001970238095238095,0.201,0.0,1000.0,200.0
+8.0,0.30000000000000004,0.006640873015873016,0.216,0.0,1000.0,161.93
+8.0,0.5000000000000001,0.00689484126984127,0.188,0.0,1000.0,128.863
+8.0,0.7000000000000001,0.008462301587301588,0.208,0.0,1000.0,115.395
+8.0,0.9000000000000001,0.008613095238095237,0.2,0.0,1000.0,107.04
+8.0,1.1000000000000003,0.00795436507936508,0.183,0.0,1000.0,99.417
+8.0,1.3000000000000003,0.007378968253968254,0.173,0.0,1000.0,89.061
+8.0,1.5000000000000004,0.007234126984126984,0.167,0.0,1000.0,80.537
+8.0,1.7000000000000004,0.007011904761904762,0.161,0.0,1000.0,71.236
+8.0,1.9000000000000004,0.008057539682539682,0.167,0.0,1000.0,67.298
+8.0,2.1000000000000005,0.014888888888888889,0.316,0.0,1000.0,84.448
+9.0,0.1,0.0013214285714285715,0.177,0.0,1000.0,200.0
+9.0,0.30000000000000004,0.005867063492063492,0.205,0.0,1000.0,162.436
+9.0,0.5000000000000001,0.007571428571428572,0.207,0.0,1000.0,133.904
+9.0,0.7000000000000001,0.007738095238095238,0.197,0.0,1000.0,120.776
+9.0,0.9000000000000001,0.0075,0.196,0.0,1000.0,112.137
+9.0,1.1000000000000003,0.008087301587301587,0.192,0.0,1000.0,104.852
+9.0,1.3000000000000003,0.007958333333333333,0.182,0.0,1000.0,96.186
+9.0,1.5000000000000004,0.00867063492063492,0.19,0.0,1000.0,90.071
+9.0,1.7000000000000004,0.007813492063492064,0.171,0.0,1000.0,77.628
+9.0,1.9000000000000004,0.00798611111111111,0.167,0.0,1000.0,68.91
+9.0,2.1000000000000005,0.015259920634920635,0.326,0.0,1000.0,86.938

latex/thesis/res/admm/mu_rho_kavg_pegreg252x504_metadata.json

@@ -0,0 +1,10 @@
+{
+    "duration": 561.808843455,
+    "name": "mu_rho_kavg_pegreg252x504",
+    "platform": "Linux-6.2.10-arch1-1-x86_64-with-glibc2.37",
+    "K": 200,
+    "epsilon_pri": 1e-05,
+    "epsilon_dual": 1e-05,
+    "num_iterations": 1000,
+    "end_time": "2023-04-17 20:35:01.574822"
+}

latex/thesis/res/generic/fer_ml_bch_31_26.csv

@@ -0,0 +1,9 @@
+SNR,FER,num_errors,num_iterations
+0.00,7.353e-01,100,136
+1.00,4.566e-01,100,219
+2.00,2.695e-01,100,371
+3.00,9.990e-02,100,1001
+4.00,3.271e-02,100,3057
+5.00,5.692e-03,100,17568
+6.00,5.506e-04,100,181625
+7.00,4.400e-05,44,1000000