Max-Min Fairness in RIS-assisted Anti-Jamming Communications: Optimization versus Deep Reinforcement Learning Approaches

J Liu, G Yang, YC Liang, C Yuen - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Wireless communication is vulnerable to malicious jamming attacks due to the inherent
broadcasting nature of wireless channels. This paper investigates an anti-jamming …

Intelligent reflecting surface assisted anti-jamming communications: A fast reinforcement learning approach

H Yang, Z Xiong, J Zhao, D Niyato, Q Wu… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Malicious jamming launched by smart jammers can attack legitimate transmissions, which
has been regarded as one of the critical security challenges in wireless communications …

Joint power control and passive beamforming optimization in RIS-assisted anti-jamming communication

Y Liu, K Xu, X Xia, W Xie, N Ma, J Xu - Frontiers of Information Technology …, 2023 - Springer
Due to the openness of the wireless propagation environment, wireless networks are highly
susceptible to malicious jamming, which significantly impacts their legitimate communication …

Intelligent reflecting surface assisted anti-jamming communications based on reinforcement learning

H Yang, Z Xiong, J Zhao, D Niyato, Q Wu… - … 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
Malicious jamming launched by smart jammer, which attacks legitimate transmissions has
been regarded as one of the critical security challenges in wireless communications. Thus …

Optimization-Driven DRL-Based Joint Beamformer Design for IRS-Aided ITSN Against Smart Jamming Attacks

H Dong, C Hua, L Liu, W Xu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This paper investigates an intelligent reflecting surfaces (IRS) aided anti-jamming
communication strategy in the integrated terrestrial-satellite network (ITSN), where the IRS is …

Active-passive cascaded RIS-aided receiver design for jamming nulling and signal enhancing

Y Sun, Y Zhu, K An, Z Lin, C Li… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The utilization of a large-scale antenna array has led to substantial performance
improvements in anti-jamming communications. However, due to the practical constraints of …

Deep Reinforcement Learning-Based Intelligent Reflecting Surface for cooperative Jamming Model Design

SF Lu, X Shen, P Zhang, Z Wu, Y Chen, L Wang… - IEEE …, 2023 - ieeexplore.ieee.org
Owing to the nature of wireless channels, wireless transmission is vulnerable to attacks by
adversaries; therefore, security has always been a critical issue in wireless networks. In this …

Reflect beamforming optimization for reconfigurable intelligent surface assisted cooperative jamming

Y Li, H Guo, Y Chen, B Lyu… - IEEE Communications …, 2022 - ieeexplore.ieee.org
In this letter, we propose to deploy a reconfigurable intelligent surface (RIS) along with a
jammer to interfere with an illegal wireless network in a cooperative manner, where an …

Multi-Layer RIS-Assisted Anti-Jamming Communications: A Hierarchical Game Learning Approach

C Zou, K An, Z Lin, Y He, X Zhong… - IEEE …, 2023 - ieeexplore.ieee.org
This letter investigates a multi-layer reconfigurable intelligent surface (RIS)-transmitter
assisted anti-jamming communications from a Stackelberg game perspective, where the …

Outage constrained robust beamforming optimization for multiuser IRS-assisted anti-jamming communications with incomplete information

Y Sun, K An, J Luo, Y Zhu, G Zheng… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
Malicious jamming attacks have been regarded as a serious threat to Internet of Things (IoT)
networks, which can significantly degrade the Quality of Service (QoS) of users. This article …