Intelligent resource allocation for IRS-enhanced OFDM communication systems: A hybrid deep reinforcement learning approach

W Wu, F Yang, F Zhou, Q Wu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Orthogonal frequency division multiplexing (OFDM) systems have been widely applied in
practice since OFDM has diverse outstanding advantages. However, their performance …

A resource allocation policy for downlink communication in distributed IRS aided multiple-input single-output systems

L Ferdouse, I Woungang, A Anpalagan… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
As a technology for 6G wireless communications, Intelligent Reflecting Surfaces (IRSs) are
considered as a promising solution to boost the network capacity, spectrum and coverage in …

Stratified federated learning-based beamforming design for heterogeneous IRSs-aided networks

H Min, T Zhou, T Xu, Y Huang… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
This letter considers the beamforming optimization of a heterogeneous intelligent reflective
surfaces (IRSs)-aided downlink wireless system. We aim to maximize the achievable sum …

Deep Learning Based Adaptive Phase Shift Compression and Feedback in IRS-Assisted Communication Systems

Z Li, H Shen, W Xu, D Chen… - IEEE Wireless …, 2023 - ieeexplore.ieee.org
A novel neural network framework ACFNet is proposed for intelligent reflecting surface (IRS)-
assisted downlink multiuser communications. Aiming at maximizing the effective achievable …

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 …

Distributed two-tier DRL framework for cell-free network: Association, beamforming and power allocation

K Yu, C Zhao, G Wu, GY Lit - ICC 2023-IEEE International …, 2023 - ieeexplore.ieee.org
Intelligent wireless networks have long been expected to have self-configuration and self-
optimization capabilities to adapt to various environments and demands. In this paper, we …

Joint base station-IRS-user association in multi-IRS-aided wireless network

W Mei, R Zhang - GLOBECOM 2020-2020 IEEE Global …, 2020 - ieeexplore.ieee.org
Intelligent reflecting surface (IRS) is a revolutionizing approach for achieving low-cost yet
spectral and energy efficient wireless communications. By properly tuning its massive …

Energy-efficient resource allocation and antenna selection for IRS-assisted multicell downlink networks

A Rezaei, A Khalili, J Jalali, H Shafiei… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
This letter considers a network-assisted intelligent reflecting surface (IRS) technology. We
aim to adopt an energy-efficient strategy via an antenna selection (AS) framework that …

A Meta-DDPG Algorithm for Energy and Spectral Efficiency Optimization in STAR-RIS-Aided SWIPT

A Farhadi, M Moomivand, SK Taskou… - IEEE Wireless …, 2024 - ieeexplore.ieee.org
This letter studies a simultaneously transmitting and reflecting reconfigurable intelligent
surface (STAR-RIS)-assisted wireless system where a multi-antenna base station (BS) …

Multi-Intelligent Reflecting Surface-Aided Wireless Network With Achievable Rate Maximization

T Zhou, K Xu - 2020 International Conference on Wireless …, 2020 - ieeexplore.ieee.org
Intelligent reflecting surface (IRS) is a promising technology for improving the rate and
energy efficiency of the wireless network. In this paper, we study a multiple-RIS-aided …