[HTML][HTML] On the trade-off between energy efficiency and spectral efficiency in RIS-aided multi-user MISO downlink

M Zhang, L Tan, K Huang, L You - Electronics, 2021 - mdpi.com
As reconfigurable intelligent surfaces (RISs) have been gradually brought to reality, a large
amount of research has been conducted to investigate the immense benefits of RISs. That is …

On the robustness of deep reinforcement learning in IRS-aided wireless communications systems

A Feriani, A Mezghani, E Hossain - arXiv preprint arXiv:2107.08293, 2021 - arxiv.org
We consider an Intelligent Reflecting Surface (IRS)-aided multiple-input single-output
(MISO) system for downlink transmission. We compare the performance of Deep …

Joint transmit beamforming and phase shift design for reconfigurable intelligent surface assisted MIMO systems

J Wang, H Wang, Y Han, S Jin… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Reconfigurable intelligent surface (RIS) becomes an increasingly important technology in
sixth-generation (6G). The key aspect of RIS is smartly configuring the wireless propagation …

Simultaneous transmission and reflection beamforming design for RIS-aided MU-MISO

Y Lin, Y Shen, A Li - IEEE Transactions on Vehicular …, 2022 - ieeexplore.ieee.org
In this paper, we study the beamforming design for the simultaneous transmission and
reflection reconfigurable intelligent surface (STAR-RIS) assisted MU-MISO system, where …

Joint Beamforming and Phase-Shifting Optimization in MISO with RIS-Assisted Communication

K Wang, Z Xiong, Z Hu, X Chen… - 2020 IEEE/CIC …, 2020 - ieeexplore.ieee.org
In this paper, we jointly investigate beamforming and phase shift of reconfigurable intelligent
surface (RIS) for energy efficiency (EE) maximization in an MISO downlink system with …

Research on Energy Efficiency Optimization of IRS-NOMA Wireless Communication System Based on Deep Reinforcement Learning

J Liu, Y Shen, T Wu, L Li - 2024 IEEE 4th International …, 2024 - ieeexplore.ieee.org
In this study, the design of an energy-efficient IRS-NOMA wireless communication system
based on Non-Orthogonal Multiple Access (NOMA) and Simultaneous Transmitting and …

Weighted sum-rate maximization for multi-hop RIS-aided multi-user communications: A minorization-maximization approach

Z Zhang, Z Zhao - 2021 IEEE 22nd International Workshop on …, 2021 - ieeexplore.ieee.org
The reconfigurable intelligent surface (RIS) has aroused much research attention recently
due to its potential benefits in 5G and beyond wireless networks. This paper considers a …

Progressive channel estimation and passive beamforming for RIS-assisted OFDM systems

S Lin, B Zheng, GC Alexandropoulos… - … 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
Reconfigurable intelligent surfaces (RISs) have recently emerged as an innovative
technology for improving the energy and/or spectrum efficiency of future wireless …

Joint deployment design and phase shift of IRS-assisted 6G networks: An experience-driven approach

F Naeem, M Qaraqe, H Celebi - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
The performance of wireless networks is constrained by the dynamic and random nature of
the wireless channels. Intelligent reflecting surface (IRS) is a promising approach that can …

Deep Reinforcement Learning Enabled Joint Deployment and Beamforming in STAR-RIS Assisted Networks

Z Ma, Q Zhao, B Yan, J Zhang - arXiv preprint arXiv:2309.03520, 2023 - arxiv.org
In the new generation of wireless communication systems, reconfigurable intelligent
surfaces (RIS) and simultaneously transmitting and reflecting reconfigurable intelligent …