Two-timescale-based beam training for RIS-aided millimeter-wave multi-user MISO systems

H Huang, C Zhang, Y Zhang, B Ning… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Reconfigurable intelligent surfaces (RISs), as a promising technology for 6 G
communications, have received considerable attention. Herein, we investigate the downlink …

Reward-maximization-based passive beamforming for multi-RIS-aided multi-user MISO systems

H Huang, X Wang, C Zhang, K Qiu… - 2021 IEEE Global …, 2021 - ieeexplore.ieee.org
Recently, reconfigurable intelligent surfaces (RISs) have emerged as a potential technique
for future 6G communications. Considering the practical hardware constraints of RISs, eg …

Hybrid beamforming for millimeter wave multi-user MIMO systems using learning machine

S Huang, Y Ye, M Xiao - IEEE Wireless Communications …, 2020 - ieeexplore.ieee.org
Hybrid beamforming (HBF) design is a crucial stage in millimeter wave (mmWave) multi-user
multi-input multi-output (MU-MIMO) systems. However, conventional HBF methods are still …

Deep reinforcement learning based joint active and passive beamforming design for RIS-assisted MISO systems

Y Zhu, Z Bo, M Li, Y Liu, Q Liu… - 2022 IEEE Wireless …, 2022 - ieeexplore.ieee.org
Owing to the unique advantages of low cost and controllability, reconfigurable intelligent
surface (RIS) is a promising candidate to address the blockage issue in millimeter wave …

Bivariate pilot optimization for compressed channel estimation in RIS-assisted multiuser MISO-OFDM systems

R Jiang, Z Fei, S Huang, X Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In reconfigurable intelligent surface (RIS)-assisted wireless communication systems,
channel estimation is of paramount importance to unleash the full advantage of the high …

Two-stage channel estimation for hybrid RIS assisted MIMO systems

R Schroeder, J He, G Brante… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Reconfigurable intelligent surfaces (RISs) have been proposed as a key enabler to improve
the coverage of the signals and mitigate the frequent blockages in millimeter wave …

Multiuser millimeter wave beamforming strategies with quantized and statistical CSIT

M Dai, B Clerckx - IEEE Transactions on Wireless …, 2017 - ieeexplore.ieee.org
To alleviate the high cost of hardware in mm-wave systems, hybrid analog/digital precoding
is typically employed. In the conventional two-stage feedback scheme, the analog …

Channel-reconstruction-based hybrid precoding for millimeter-wave multi-user MIMO systems

MR Castellanos, V Raghavan, JH Ryu… - IEEE Journal of …, 2018 - ieeexplore.ieee.org
The focus of this paper is on multi-user multi-input multi-output transmissions for millimeter-
wave systems with a hybrid precoding architecture at the base station. To enable multiuser …

Deep reinforcement learning based joint downlink beamforming and RIS configuration in RIS-aided MU-MISO systems under hardware impairments and imperfect …

B Saglam, D Gurgunoglu… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
We introduce a novel deep reinforcement learning (DRL) approach to jointly optimize
transmit beamforming and reconfigurable intelligent surface (RIS) phase shifts in a multiuser …

A codebook based simultaneous beam training for mmwave multi-user MIMO systems with split structures

R Zhang, H Zhang, W Xu, C Zhao - 2018 IEEE Global …, 2018 - ieeexplore.ieee.org
The tradeoff between narrow beams and low training overhead is deemed to a bottleneck for
millimeter-wave (mmWave) systems. Particularly, in multi-user (MU) scenarios, the training …