A DRL Approach for RIS-Assisted Full-Duplex UL and DL Transmission: Beamforming, Phase Shift and Power Optimization
We propose a deep reinforcement learning (DRL) approach for a full-duplex (FD)
transmission that predicts the phase shifts of the reconfigurable intelligent surface (RIS) …
transmission that predicts the phase shifts of the reconfigurable intelligent surface (RIS) …
Instantaneous channel oblivious phase shift design for an IRS-assisted SIMO system with quantized phase shift
We design the phase shifts of an intelligent reflecting surface (IRS)-assisted single-input-
multiple-output communication system to minimize the outage probability (OP) and to …
multiple-output communication system to minimize the outage probability (OP) and to …
A Novel Deep Reinforcement Learning-based Approach for Enhancing Spectral Efficiency of IRS-assisted Wireless Systems
F Zohari, SM Shahabi, M Ardebilipour - arXiv preprint arXiv:2302.14706, 2023 - arxiv.org
This letter investigates an intelligent reflecting surfaces (IRS)-enhanced network from
spectral efficiency enhancement point of view for downlink multi-user (MU) multi-input-single …
spectral efficiency enhancement point of view for downlink multi-user (MU) multi-input-single …