[HTML][HTML] Machine learning for intelligent-reflecting-surface-based wireless communication towards 6G: A review
An intelligent reflecting surface (IRS) is a programmable device that can be used to control
electromagnetic waves propagation by changing the electric and magnetic properties of its …
electromagnetic waves propagation by changing the electric and magnetic properties of its …
Smart and secure wireless communications via reflecting intelligent surfaces: A short survey
With the emergence of the Internet of Things (IoT) technology, wireless connectivity should
be more ubiquitous than ever. In fact, the availability of wireless connection everywhere …
be more ubiquitous than ever. In fact, the availability of wireless connection everywhere …
Channel estimation for intelligent reflecting surface assisted MIMO systems: A tensor modeling approach
GT de Araújo, ALF de Almeida… - IEEE Journal of Selected …, 2021 - ieeexplore.ieee.org
Intelligent reflecting surface (IRS) is an emerging technology for future wireless
communications including 5G and especially 6G. It consists of a large 2D array of (semi-) …
communications including 5G and especially 6G. It consists of a large 2D array of (semi-) …
Enhancing secure MIMO transmission via intelligent reflecting surface
L Dong, HM Wang - IEEE Transactions on Wireless …, 2020 - ieeexplore.ieee.org
In this article, we consider an intelligent reflecting surface (IRS) assisted Guassian multiple-
input multiple-output (MIMO) wiretap channel (WTC), and focus on enhancing its secrecy …
input multiple-output (MIMO) wiretap channel (WTC), and focus on enhancing its secrecy …
AI empowered RIS-assisted NOMA networks: Deep learning or reinforcement learning?
A reconfigurable intelligent surface (RIS)-assisted multi-user downlink communication
system over fading channels is investigated, where both non-orthogonal multiple access …
system over fading channels is investigated, where both non-orthogonal multiple access …
Deep learning-aided 6G wireless networks: A comprehensive survey of revolutionary PHY architectures
Deep learning (DL) has proven its unprecedented success in diverse fields such as
computer vision, natural language processing, and speech recognition by its strong …
computer vision, natural language processing, and speech recognition by its strong …
A survey on model-based, heuristic, and machine learning optimization approaches in RIS-aided wireless networks
Reconfigurable intelligent surfaces (RISs) have received considerable attention as a key
enabler for envisioned 6G networks, for the purpose of improving the network capacity …
enabler for envisioned 6G networks, for the purpose of improving the network capacity …
[HTML][HTML] Intelligent reflective surfaces for wireless networks: An overview of applications, approached issues, and open problems
An intelligent reflective surface (IRS) is a novel and revolutionizing communication
technology destined to enable the control of the radio environment. An IRS is a real-time …
technology destined to enable the control of the radio environment. An IRS is a real-time …
[HTML][HTML] RETRACTED ARTICLE: Energy efficient IRS assisted 6G network for Industry 5.0
The real world applications are more prone to difficulties of challenges due to fast growth of
technologies and inclusion of artificial intelligence (AI) based logical solutions. The massive …
technologies and inclusion of artificial intelligence (AI) based logical solutions. The massive …
Deep reinforcement learning-based relay selection in intelligent reflecting surface assisted cooperative networks
This letter proposes a deep reinforcement learning (DRL) based relay selection scheme for
cooperative networks with the intelligent reflecting surface (IRS). We consider a practical …
cooperative networks with the intelligent reflecting surface (IRS). We consider a practical …