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paulchen2713 (Shao-Heng) · GitHub

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  1. NOMA_DQN NOMA_DQN Public

    A TensorFlow implementation for a downlink NOMA resource-allocation problem: optimizing transmit power to maximize sum rate using DQN (Caveats! Dirty Code!!)

    Python 36 2

  2. V2X-RA-DRL V2X-RA-DRL Public

    A TensorFlow attempt to reimplement the IEEE VTC2023-Spring paper “Deep Reinforcement Learning-Based Resource Allocation for Cellular V2X Communications”

    Python 30 2

  3. RIS-MISO-HWI-DRL RIS-MISO-HWI-DRL Public

    A PyTorch implementation of the IEEE WCNC 2025 paper "Worst-Case MSE Minimization for RIS-Assisted mmWave MU-MISO Systems With Hardware Impairments and Imperfect CSI"

    Python 29 9

  4. NTHU-WCS_2021 NTHU-WCS_2021 Public

    COM 5170 Wireless Communication Systems 2021 Course Materials

    MATLAB 20 4

  5. DL_CFAR DL_CFAR Public

    A Tensorflow attempt to reimplement the IEEE VTC2019-Fall paper "DL-CFAR: A Novel CFAR Target Detection Method Based on Deep Learning"

    Python 14 4

  6. DL_CFAR_data DL_CFAR_data Public

    Generate RD_map training data for DL-based CFAR algorithm

    MATLAB 9 2

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