Reconfigurable intelligent surface optimization for uplink sparse code multiple access

I Al-Nahhal, OA Dobre, E Basar… - IEEE …, 2021 - ieeexplore.ieee.org
The reconfigurable intelligent surface (RIS)-assisted sparse code multiple access (RIS-
SCMA) is an attractive scheme for future wireless networks. In this letter, for the first time, the …

Graph Neural Network-Based Joint Beamforming for Hybrid Relay and Reconfigurable Intelligent Surface Aided Multiuser Systems

BJ Chen, RY Chang, FT Chien… - IEEE Wireless …, 2023 - ieeexplore.ieee.org
This letter examines a downlink multiple-input single-output (MISO) system, where a base
station (BS) with multiple antennas sends data to multiple single-antenna users with the help …

[HTML][HTML] Reconfigurable intelligent surface-enabled integrated sensing and communication: a sensing-assisted communication framework

Z Yang, H Zhang, H Zhang, L Song - Frontiers in Communications and …, 2023 - frontiersin.org
Integrated sensing and communication (ISAC) is an essential technology in the upcoming
6G network, and its performance can be effectively enhanced by the reconfigurable …

Hybrid Driven Learning for Channel Estimation in Intelligent Reflecting Surface Aided Millimeter Wave Communications

S Zheng, S Wu, C Jiang, W Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Intelligent reflecting surfaces (IRS) have been proposed in millimeter wave (mmWave) and
terahertz (THz) systems to achieve both coverage and capacity enhancement, where the …

Unsupervised learning-based joint active and passive beamforming design for reconfigurable intelligent surfaces aided wireless networks

H Song, M Zhang, J Gao… - ieee communications …, 2020 - ieeexplore.ieee.org
This letter consider a reconfigurable intelligent surface (RIS) aided multi-user multiple-input
single-output (MISO) downlink system, where transmit beamforming and phase shifts of RIS …

A robust deep learning-based beamforming design for RIS-assisted multiuser MISO communications with practical constraints

W Xu, L Gan, C Huang - IEEE transactions on Cognitive …, 2021 - ieeexplore.ieee.org
Reconfigurable intelligent surface (RIS) has become a promising technology to improve
wireless communication in recent years. It steers the incident signals to create a favorable …

Reconfigurable intelligent surface reliable cooperative beamforming based on cascade/parallel hybrid networking

MM Elsherbini, OA Omer, M Salah - IEEE Access, 2023 - ieeexplore.ieee.org
Reconfigurable intelligent surface (RIS) is regarded as one of the main enablers in the
context of 6G wireless communications. It converts the conventionally uncontrolled wireless …

Jointly learned symbol detection and signal reflection in RIS-aided multi-user MIMO systems

L Wang, N Shlezinger… - 2021 55th Asilomar …, 2021 - ieeexplore.ieee.org
Reconfigurable Intelligent Surfaces (RISs) are regarded as a key technology for future
wireless communications, enabling programmable radio propagation environments …

Modeling reconfigurable intelligent surfaces-aided directional communications for multicast services

O Chukhno, N Chukhno, S Pizzi… - … 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
According to the 6G vision, the evolution of wireless communication systems will soon lead
to the possibility of supporting Tbps communications, as well as satisfying, individually or …

AI-Empowered RIS-Assisted Networks: CV-Enabled RIS Selection and DNN-Enabled Transmission

C Hu, Y Lu, H Du, M Yang, B Ai, D Niyato - arXiv preprint arXiv …, 2024 - arxiv.org
This paper investigates artificial intelligence (AI) empowered schemes for reconfigurable
intelligent surface (RIS) assisted networks from the perspective of fast implementation. We …