Analysis and optimization of reconfigurable intelligent surfaces assisted mimo systems

L Hao, S Schwarz, M Rupp - … & 6G Summit (EuCNC/6G Summit), 2021 - ieeexplore.ieee.org
Reconfigurable intelligent surface (RIS) technology has recently gained a lot of attention
since it promises to enhance the spectral and energy efficiency of future wireless …

Phase Shifter Optimization in RIS-Aided MIMO Systems Under Multiple Reflections

D Wijekoon, A Mezghani… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
We examine the problem of joint active and passive beamforming in a controllable multi-
user reconfigurable intelligent surface (RIS)-assisted downlink and uplink wireless …

Attention-based Phase Shift Control for Multi-RIS-aided Systems

H Kim, GW Jung, B Shim - 2023 VTS Asia Pacific Wireless …, 2023 - ieeexplore.ieee.org
To support extremely high data rates in 6G wireless networks, reconfigurable intelligent
surface (RIS) assisted communications have gained much attention in recent years. By …

Complex-valued Reinforcement Learning Based Dynamic Beamforming Design for IRS Aided Time-Varying Downlink Channel

M Liu, R Wang, Z Xing, J Yu - 2022 IEEE 95th Vehicular …, 2022 - ieeexplore.ieee.org
The intelligent reflecting surface (IRS) is an artificial metasurface making the communication
environment smart and controllable. The IRS on an aerial platform (AIRS) expands the …

On the Efficient Design of RIS-Assisted MIMO Transmission

H Niu, X Lei, Y Xiao, N Miao, M Xiao… - … 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
Recently, reconfigurable intelligent surface (RIS) has arisen as an excellent technology for
assisting wireless communications. In order to handle the intractable non-convex problem …

Environment-aware codebook for reconfigurable intelligent surface-aided MISO communications

X Jia, J An, H Liu, H Liao, L Gan… - IEEE Wireless …, 2023 - ieeexplore.ieee.org
Reconfigurable intelligent surface (RIS) is a revolutionary technology that can customize the
wireless channel and improve the energy efficiency of next-generation cellular networks …

WMMSE-Based Rate Maximization for RIS-Assisted MU-MIMO Systems

H Choi, AL Swindlehurst, J Choi - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Reconfigurable intelligent surface (RIS) technology, given its ability to favorably modify
wireless communication environments, will play a pivotal role in the evolution of future …

Deep reinforcement learning-empowered beamforming design for IRS-assisted MISO interference channels

J Zhang, H Zhang, Z Zhang, H Dai… - 2021 13th …, 2021 - ieeexplore.ieee.org
Intelligent reflecting surface (IRS) is a promising technology to enable programmable
wireless propagation environments, by dynamically adjusting its phase shifters. Unlike most …

CNN-enabled joint active and passive beamforming for RIS-assisted MU-MIMO systems

Z He, F Héliot, Y Ma - 2023 IEEE 97th Vehicular Technology …, 2023 - ieeexplore.ieee.org
The reflective elements on a reconfigurable intelligent surface (RIS) can be tuned to improve
the propagation environment and, in turn, the system performance. However, RIS also …

Deep Reinforcement Learning Based Beamforming in RIS-Assisted MIMO System Under Hardware Loss

Y Sun, Z Bai, J Zhao, D Ma, Z Xian… - 2024 26th International …, 2024 - ieeexplore.ieee.org
Reconfigurable intelligent surface (RIS) is considered as one of the key enabling
technologies for future 6G wireless communication by realizing an intelligent radio …