Secure transmission for intelligent reflecting surface assisted communication with deep learning

X Zou, M Chen, C Huang, K Wang… - 2020 IEEE Globecom …, 2020 - ieeexplore.ieee.org
This paper investigates the secure transmission for intelligent reflecting surface (IRS)
assisted wireless communication systems. Our aim is to maximize the secure energy …

Secure transmission for intelligent reflecting surface-aided communication system

Y Wei, L Guo, C Dong, X Mu - 2021 IEEE Wireless …, 2021 - ieeexplore.ieee.org
Intelligent reflecting surface (IRS) is convinced to have a wide range of applications in the
future wireless networks by dynamically configuring signal propagation in order to enhance …

Robust transmission design for intelligent reflecting surface aided secure communications

S Hong, C Pan, H Ren, K Wang… - … 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
In this paper, we investigate the robust transmission design for the intelligent reflecting
surface (IRS) aided secure wireless communication systems, where a multi-antenna access …

Secure transmission strategy for intelligent reflecting surface enhanced wireless system

B Feng, Y Wu, M Zheng - 2019 11th International Conference …, 2019 - ieeexplore.ieee.org
In this paper, we investigate the design of secure transmission frameworks with an intelligent
reflecting surface (IRS). Our design aims to minimize the system energy consumption in …

Intelligent reflecting surface aided secure transmission with energy harvesting eavesdropper

L Liu, D Peng, Y Li - 2021 13th International Conference on …, 2021 - ieeexplore.ieee.org
In this paper, we investigate secure transmission assisted by intelligent reflecting surface
(IRS) in multiple-input single-output (MISO) wireless communication system, where an …

Intelligent mixed reflecting/relaying surface-aided secure wireless communications

S Zhang, H Gao, Y Su, J Cheng… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
For intelligent reflecting surface (IRS)-aided networks, it is known that high network
performance requires a large surface of IRS due to multiple path losses. Moreover, if a …

Joint beamforming and artificial noise design in intelligent reflecting surface aided secure wireless communications

P Liu, K Zhang, C Yin - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
In this paper, we study an intelligent reflecting surface (IRS)-assisted secure wireless
communication system, in which a multi-antenna access point (AP) communicates with a …

Deep Reinforcement Learning based Secure Wireless Communication with Self-powered Intelligent Reflecting Surface

J Kang, S Kim - Authorea Preprints, 2022 - advance.sagepub.com
This paper addresses a multiple-input, single-output (MISO) downlink secure wireless
communication system assisted by an intelligent reflecting surface (IRS). Instead of …

Truly intelligent reflecting surface-aided secure communication using deep learning

Y Song, MRA Khandaker, F Tariq… - 2021 IEEE 93rd …, 2021 - ieeexplore.ieee.org
This paper considers machine learning for physical layer security design for communication
in a challenging wireless environment. The radio environment is assumed to be …

Deep Learning for Secure Transmission in Reconfigurable Intelligent Surface-Assisted Communications

J Fang, X Zou, C Huang, Z Yang, Y Xu… - Journal of …, 2023 - ieeexplore.ieee.org
This paper investigates the secure transmission for reconfigurable intelligent surface (RlS)-
assisted wireless communication systems. In the studied model, one user connects to the …