Changes between Version 75 and Version 76 of Other/Summer/2025/mlCoexist


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Timestamp:
Jul 15, 2025, 7:16:33 PM (3 weeks ago)
Author:
aw1086
Comment:

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  • Other/Summer/2025/mlCoexist

    v75 v76  
    4848
    4949**Progress:**
     50- Grasped the comprehensive testbed pipeline and understood how calibrated higher-level data were obtained from raw I/Q signals
    5051- Began to process data with Numpy and h5py, generating Power Spectral Density (PSD) graphs and spectrograms from L1A data
    5152- Utilized the radiometer's ability to interpret all received power as thermal radiation to quantify RFI by detecting abnormal temperature increases
    5253- Saved plotted graphs into a 2D Numpy array for future model training use (4 columns: RFI Scenario | PSD | Spectrogram | Temp Difference)
     54[[Image(https://www.orbit-lab.org/raw-attachment/wiki/Other/Summer/2025/mlCoexist/File%20structure.png, 30%)]]
    5355[[Image(https://www.orbit-lab.org/raw-attachment/wiki/Other/Summer/2025/mlCoexist/Dataset%20structure.png, 31%)]]
    5456\\