Piecewise-drl: Joint beamforming optimization for ris-assisted mu-miso communication system
With the widespread connectivity of everyday devices realized by the advent of the Internet
of Things (IoT), communication between users of different devices has become increasingly …
of Things (IoT), communication between users of different devices has become increasingly …
Sum Rate Optimization for Multi-IRS-Aided Multi-BS Communication System Based on Multi-Agent
Intelligent reflecting surface (IRS) is a revolutionizing technology for improving the spectral
and energy efficiency of future wireless networks. In this paper, we consider a downlink …
and energy efficiency of future wireless networks. In this paper, we consider a downlink …
Deep reinforcement learning-empowered beamforming design for IRS-assisted MISO interference channels
Intelligent reflecting surface (IRS) is a promising technology to enable programmable
wireless propagation environments, by dynamically adjusting its phase shifters. Unlike most …
wireless propagation environments, by dynamically adjusting its phase shifters. Unlike most …
[HTML][HTML] Machine-Learning-Based Optimization for Multiple-IRS-Aided Communication System
Due to the benefits of the spectrum and energy efficiency, intelligent reflecting surfaces
(IRSs) are regarded as a promising technology for future networks. In this work, we consider …
(IRSs) are regarded as a promising technology for future networks. In this work, we consider …
Symbol-level precoding design for IRS-assisted MU-MISO systems
Intelligent reflecting surface (IRS) has emerged as a promising solution to enhance wireless
communications in a low-cost and hardware-efficient fashion. Besides, symbol-level …
communications in a low-cost and hardware-efficient fashion. Besides, symbol-level …
Symbol-level precoding design for intelligent reflecting surface assisted multi-user MIMO systems
Intelligent reflecting surface (IRS) has emerged as a promising solution to enhance wireless
information transmissions by adaptively controlling prorogation environment. Recently, the …
information transmissions by adaptively controlling prorogation environment. Recently, the …
How Often Channel Estimation is Required for Adaptive IRS Beamforming: A Bilevel Deep Reinforcement Learning Approach
In an intelligent reflecting surface (IRS)-assisted wireless communication system, obtaining
the real-time channel state information (CSI) through channel estimation (CE) is crucial for …
the real-time channel state information (CSI) through channel estimation (CE) is crucial for …
Intelligent resource allocation for IRS-enhanced OFDM communication systems: A hybrid deep reinforcement learning approach
Orthogonal frequency division multiplexing (OFDM) systems have been widely applied in
practice since OFDM has diverse outstanding advantages. However, their performance …
practice since OFDM has diverse outstanding advantages. However, their performance …
A Deep Reinforcement Learning Approach to Two-Timescale Transmission for RIS-Aided Multiuser MISO systems
Reconfigurable intelligent surface (RIS) has drawn great attention recently as a promising
technology for future wireless networks. In this letter, considering the two-timescale …
technology for future wireless networks. In this letter, considering the two-timescale …
Joint Optimization of IRS-Assisted Multi-User MIMO Systems with Low-resolution DACs
J Chen, W Tan, L Yang, C Li - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
Intelligent reflecting surface (IRS) technology is highly anticipated in future smart
communication systems as it can improve spectral efficiency (SE) by adjusting signal phase …
communication systems as it can improve spectral efficiency (SE) by adjusting signal phase …