Machine Learning Empowered Large RIS-assisted Near-field Communications

R Zhong, X Mu, Y Liu - 2023 IEEE 98th Vehicular Technology …, 2023 - ieeexplore.ieee.org
A large reconfigurable intelligent surface (LRIS) assisted wireless communication system is
investigated in this paper. The increased aperture size and reconfigurable element number …

Two-timescale beamforming optimization for intelligent reflecting surface enhanced wireless network

MM Zhao, Q Wu, MJ Zhao… - 2020 IEEE 11th Sensor …, 2020 - ieeexplore.ieee.org
Intelligent reflecting surface (IRS) has drawn a lot of attention recently as a promising new
solution to achieve high spectral and energy efficiency for future wireless networks. Prior …

Opportunistic RIS-assisted rate splitting transmission in coordinated multiple points networks

Y Tian, B Xiao, X Wang, YH Kho, C Zhu, W Li… - Computer …, 2023 - Elsevier
Reconfigurable intelligent surfaces (RIS) have attracted a great deal of interests due to its
potential contributions to the next-generation mobile networks. The deployment of RIS in …

Distributed beam training for intelligent reflecting surface enabled multi-hop routing

W Mei, R Zhang - IEEE Wireless Communications Letters, 2021 - ieeexplore.ieee.org
Intelligent reflecting surface (IRS) is an emerging technology to enhance the spectral and
energy efficiency of wireless communications cost-effectively. This letter considers a new …

Joint communication and radar sensing with reconfigurable intelligent surfaces

RSP Sankar, B Deepak… - 2021 IEEE 22nd …, 2021 - ieeexplore.ieee.org
In this paper, we use a reconfigurable intelligent surface (RIS) to enhance the radar sensing
and communication capabilities of a mmWave dual function radar communication system …

Theoretical modeling and analysis of Uplink performance for Three-dimension spatial RISs-aided Wireless communication systems

S Hao, Y He, H Zhang, J Cui - Computer Communications, 2023 - Elsevier
Reconfigurable intelligent surface (RIS) has emerged as a crucial technology capable of
improving the performance of future wireless communication (WC) systems. Although a …

A distributed machine learning-based approach for IRS-enhanced cell-free MIMO networks

C Chen, S Xu, J Zhang, J Zhang - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In cell-free multiple input multiple output (MIMO) networks, multiple base stations (BSs)
collaborate to achieve high spectral efficiency. Nevertheless, high penetration loss due to …

Performance evaluation of DHRR-RIS based HP design using machine learning algorithms

GK NG, SR Raju - Intelligent and Converged Networks, 2023 - ieeexplore.ieee.org
Reconfigurable Intelligent Surfaces (RIS) have emerged as a promising technology for
improving the reliability of massive MIMO communication networks. However, conventional …

Multi-user mmWave uplink communications based on collaborative double-RIS: Joint beamforming and power control

Q Xue, R Wei, S Ma, Y Xu, L Yan - IEEE Communications …, 2023 - ieeexplore.ieee.org
To explore the potential of multiple collaborative reconfigurable intelligent surfaces (RISs)
for millimeter wave (mmWave) communications, in this letter, we consider a double-RIS …

Active 3D double-RIS-aided multi-user communications: Two-timescale-based separate channel estimation via bayesian learning

S Yang, W Lyu, Y Xiu, Z Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Double-reconfigurable intelligent surface (RIS) is a promising technique, achieving a
substantial gain improvement compared to single-RIS techniques. However, in double-RIS …