Machine learning for intelligent-reflecting-surface-based wireless communication towards 6G: A review

MAS Sejan, MH Rahman, BS Shin, JH Oh, YH You… - Sensors, 2022 - mdpi.com
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 …

A tutorial on mathematical modeling of 5G/6G millimeter wave and terahertz cellular systems

D Moltchanov, E Sopin, V Begishev… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Millimeter wave (mmWave) and terahertz (THz) radio access technologies (RAT) are
expected to become a critical part of the future cellular ecosystem providing an abundant …

Channel estimation with reconfigurable intelligent surfaces—A general framework

AL Swindlehurst, G Zhou, R Liu, C Pan… - Proceedings of the …, 2022 - ieeexplore.ieee.org
Optimally extracting the advantages available from reconfigurable intelligent surfaces (RISs)
in wireless communications systems requires estimation of the channels to and from the RIS …

RIS-empowered V2V communications: Three-dimensional beam domain channel modeling and analysis

W Shi, H Jiang, B **ong, X Chen… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
In this paper, a three-dimensional (3D) geometry-based stochastic model (GBSM)
empowered by reconfigurable intelligent surface (RIS) is presented for multiple-input …

Gaussian bare-bone slime mould algorithm: performance optimization and case studies on truss structures

S Wu, AA Heidari, S Zhang, F Kuang… - Artificial Intelligence …, 2023 - Springer
The slime mould algorithm (SMA) is a new meta-heuristic algorithm recently proposed. The
algorithm is inspired by the foraging behavior of polycephalus slime moulds. It simulates the …

Hybrid beamforming for intelligent reflecting surface aided millimeter wave MIMO systems

SH Hong, J Park, SJ Kim, J Choi - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
As communication systems that employ millimeter wave (mmWave) frequency bands must
use large antenna arrays to overcome the severe propagation loss of mmWave signals …

Physical layer security improvement for hybrid RIS-assisted MIMO communications

Z Chen, Y Guo, P Zhang, H Jiang… - IEEE …, 2024 - ieeexplore.ieee.org
This letter studies the physical-layer security (PLS) improvement in wireless communication
systems, where a hybrid reconfigurable intelligent surfaces (RISs) is deployed between the …

Roadside IRS-aided vehicular communication: Efficient channel estimation and low-complexity beamforming design

Z Huang, B Zheng, R Zhang - IEEE Transactions on Wireless …, 2023 - ieeexplore.ieee.org
Intelligent reflecting surface (IRS) has emerged as a promising technique to control wireless
propagation environment for enhancing the communication performance cost-effectively …

An optimal balanced energy harvesting algorithm for maximizing two-way relaying d2d communication data rate

MM Salim, HA Elsayed, M Abd Elaziz, MM Fouda… - IEEE …, 2022 - ieeexplore.ieee.org
Combining energy harvesting (EH) and device-to-device (D2D) communication underlaying
5G cellular networks is a very promising direction to improve both energy and spectral …

Offset learning based channel estimation for intelligent reflecting surface-assisted indoor communication

Z Chen, J Tang, XY Zhang, Q Wu… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
The emerging intelligent reflecting surface (IRS) can significantly improve the system
capacity, and it has been regarded as a promising technology for the beyond fifth-generation …