A DRL Approach for RIS-Assisted Full-Duplex UL and DL Transmission: Beamforming, Phase Shift and Power Optimization

N Nayak, S Kalyani… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
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) …

Blind Beamforming for Intelligent Reflecting Surface in Fading Channels without CSI

W Lai, W Wang, F Xu, X Li, S Niu, K Shen - arXiv preprint arXiv …, 2023 - arxiv.org
This paper discusses how to optimize the phase shifts of intelligent reflecting surface (IRS) to
combat channel fading without any channel state information (CSI), namely blind …

Multi-RIS Communication Systems: Asymptotic analysis of best RIS selection for inid Random Variables using Extreme Value Theory

S Sagar, S Kalyani - arXiv preprint arXiv:2312.15429, 2023 - arxiv.org
This paper investigates the performance of multiple reconfigurable intelligent surfaces (multi-
RIS) communication systems where the RIS link with the highest signal-to-noise-ratio (SNR) …