Twin-timescale design for IRS-assisted MIMO system with outdated CSI
C Yashuai, L Tiejun, N Wei - Journal of Systems Engineering …, 2023 - ieeexplore.ieee.org
This paper considers an intelligent reflecting surface (IRS)-assisted multiple-input multiple-
output (MIMO) system. To maximize the average achievable rate (AAR) under outdated …
output (MIMO) system. To maximize the average achievable rate (AAR) under outdated …
A Generalized Neural Network-based Optimization for Multiple IRSs-aided Communication System
Intelligent reflecting surfaces (IRSs) are considered a promising and revolutionary
technology for promoting future six-generation networks with an ever-growing number of …
technology for promoting future six-generation networks with an ever-growing number of …
Online deep learning based energy efficient optimization for IRS-assisted eMBB and URLLC services
W Liu, X He, H Xu, Z Wang, A Zhou - Physical Communication, 2023 - Elsevier
In this paper, we consider a downlink multiple-input single-output (MISO) system for
enhanced mobile broadband (eMBB) and ultra-reliable and low-latency communication …
enhanced mobile broadband (eMBB) and ultra-reliable and low-latency communication …
Online deep neural network for optimization in wireless communications
Recently, deep neural network (DNN) has been widely adopted in the design of intelligent
communication systems thanks to its strong learning ability and low testing complexity …
communication systems thanks to its strong learning ability and low testing complexity …
Intelligent reflecting surface-aided device-to-device communication: A deep reinforcement learning approach
A Sultana, X Fernando - Future Internet, 2022 - mdpi.com
Recently, the growing demand of various emerging applications in the realms of sixth-
generation (6G) wireless networks has made the term internet of Things (IoT) very popular …
generation (6G) wireless networks has made the term internet of Things (IoT) very popular …
Joint Optimization of Reconfigurable Intelligent Surfaces and Base Station Beamforming in MISO System Based on Deep Reinforcement Learning
L Ma, X Zhang, J Sun, W Zhang… - 2023 IEEE 97th …, 2023 - ieeexplore.ieee.org
To solve the communication system throughput demand due to the rapid growth of
communication devices and the blocking problem of millimeter-wave (mmWave) …
communication devices and the blocking problem of millimeter-wave (mmWave) …
Low-complexity algorithm for maximizing the weighted sum-rate of intelligent reflecting surface assisted wireless networks
Y Wang, L Fang, S Cai, Z Lian, Y Su… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Intelligent reflecting surface (IRS) via using massive low-cost passive elements that can
reflect the signals by adjusting phase shifts provides a cost-effective and energy-efficient …
reflect the signals by adjusting phase shifts provides a cost-effective and energy-efficient …
Neural combinatorial optimization for throughput maximization in IRS-aided systems
Intelligent reflecting surface (IRS) is a promising paradigm for enhancing the spectrum
efficiency of wireless communication systems. In this paper, we study the joint uplink …
efficiency of wireless communication systems. In this paper, we study the joint uplink …
Towards reliable communications in intelligent reflecting surface-aided cell-free MIMO systems
Intelligent reflecting surface (IRS) and cell-free multiple-input multiple-output (CF-MIMO)
systems are two promising multi-antenna technologies for the fifth generation and beyond …
systems are two promising multi-antenna technologies for the fifth generation and beyond …
Optimization-driven deep reinforcement learning for robust beamforming in IRS-assisted wireless communications
Intelligent reflecting surface (IRS) is a promising technology to assist downlink information
transmissions from a multi-antenna access point (AP) to a receiver. In this paper, we …
transmissions from a multi-antenna access point (AP) to a receiver. In this paper, we …