Multi-Agent DRL for RIS Partitioning, Beam Selection, and Power Control in MIMO-NOMA System

Reconfigurable intelligent surface (RIS) partitioning offers a strategic solution for serving multiple users equipment (UEs) simultaneously in blockage-prone wireless environments, leveraging multiple-input multiple-output (MIMO) and non-orthogonal multiple access (NOMA) technologies within the mill...

Full description

Bibliographic Details

Published in:	IEEE Open Journal of the Communications Society
Main Authors:	Ahmed Nasser, Abdulkadir Celik, Ahmed M. Eltawil
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	Deep reinforcement learning (DRL) reconfigurable intelligent surface (RIS) RIS partitioning (RISP) beam selection non-orthogonal multiple access (NOMA) and multiple-input multiple-output (MIMO)
Online Access:	https://ieeexplore.ieee.org/document/11218162/