Changes between Version 15 and Version 16 of Other/Summer/2024/ml5G
- Timestamp:
- Jul 22, 2024, 3:07:29 PM (4 months ago)
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Other/Summer/2024/ml5G
v15 v16 1 1 2 **Week 1 (5/28 - 5/30)** 2 3 4 5 == Week 1 (5/28 - 5/30) 3 6 4 7 We installed and familiarized ourselves with GNU Radio. \\ … … 18 21 19 22 20 **Week 2 (6/03 - 6/06)** 23 24 == Week 2 (6/03 - 6/06) 21 25 22 26 We delved into the context of HyPhyLearn and conducted an in-depth exploration of Domain Adversarial Neural Networks (DANN). \\ … … 37 41 38 42 39 **Week 3 (6/03 - 6/06)** 43 44 == Week 3 (6/03 - 6/06) 40 45 41 46 We explored the TensorFlow implementation of the HyPhyLearn model, which classifies 2D Gaussian datasets. \\ … … 57 62 58 63 59 **Week 4 (6/17 - 6/20)** 64 65 == Week 4 (6/17 - 6/20) 60 66 61 67 Designed an SNR implementation for a generic FM transmitter. \\ … … 91 97 92 98 93 **Week 5 (6/24 - 6/27)** 99 100 == Week 5 (6/24 - 6/27) 94 101 95 102 … … 116 123 \\ 117 124 118 **Week 6 (7/1 - 7/3)** 125 126 == Week 6 (7/1 - 7/3) 119 127 120 128 Tested the automation process on the ORBIT Sandbox 2. Collected about 1000 measurements and then created a simple neural network that computes the transmitter's gain based on the receiver's FFT measurements, in order to test the data saving and data loading mechanisms. … … 130 138 131 139 140 == Week 7 (7/8 - 7/11) 141 142 == Week 8 (7/15 - 7/18) 143 144 == Week 9 (7/22 - 7/25) 145 146 == Week 10 (7/29 - 8/1) 147 148