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Worst-case MSE Minimization for RIS-assisted mmWave MU-MISO Systems with Hardware Impairments and CSI Imperfection

Python 61.99% Jupyter Notebook 38.01%
digital-beamforming reconfigurable-intelligent-surfaces reinforcement-learning wireless-communication gymnasium ppo-pytorch stable-baselines3

ris-miso-hwi-drl's Introduction

RIS-MISO-DRL

DRL-based RIS Configuration in RIS-assisted MU-MISO mmWave Systems for Min-Max MSE Optimization under HWI of Phase errors, Phase-dependent amplitude response model, and Imperfect CSI

Paper

Rejected by IEEE VTC2024-Spring
Working paper on IEEE Wireless Communication Letters IEEE Globecom 2024

Note

I'll upload the code once I graduate or the paper gets accepted Never mind.
The code is a mess. I'm burning out. I give up.

Installing

  • Install Anaconda
  • Import the environment
    conda env create --file sb3.yaml --name sb3
    

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