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Intra-Domain Knowledge Reuse Assisted Reinforcement Learning for Fast Anti-Jamming Communication

IEEE Transactions on Information Forensics and Security, 2023
The novel technology based on reinforcement learning (RL) is considered as a promising direction to achieve cognitive and even intelligent anti-jamming communication.
Quan Zhou   +3 more
semanticscholar   +1 more source

Collaborative Multiagent Reinforcement Learning Aided Resource Allocation for UAV Anti-Jamming Communication

IEEE Internet of Things Journal, 2022
In this article, we investigate the anti-jamming problem with joint channel and power allocation for unmanned aerial vehicle (UAV) networks. In particular, we focus on avoiding both mutual interference among UAVs and external malicious jamming to ...
Ziyan Yin   +5 more
semanticscholar   +1 more source

Joint trajectory and passive beamforming optimization in IRS-UAV enhanced anti-jamming communication networks

China Communications, 2022
This paper investigates the anti-jamming communication scenario where an intelligent reflecting surface (IRS) is mounted on the unmanned aerial vehicle (UAV) to resist the malicious jamming attacks.
Z. Hou   +7 more
semanticscholar   +1 more source

Matching Design in Multi-IRS-UAV-assisted Multi-pair Anti-jamming Communication Networks

2021 International Conference on Advanced Computing and Endogenous Security, 2022
This paper studies the matching optimization problem in multi-IRS-UAV-assisted multi-pair anti-jamming communication networks. The matching relationship between the transmitters and IRS-UAVs is formed to improve the overall anti-jamming performance, and ...
Z. Hou   +5 more
semanticscholar   +1 more source

Joint Trajectory and Power Control Design for UAV Anti-Jamming Communication Network

2022 4th International Conference on Advances in Computer Technology, Information Science and Communications (CTISC), 2022
Recently, unmanned aerial vehicles (UAVs) have been used in wireless communication network due to the advantages of low cost, high mobility and effective deployment.
Jiashu Zhang   +5 more
semanticscholar   +1 more source

Anti-Jamming Trajectory and Power Design for Cognitive UAV Communications [PDF]

open access: possible2021 International Wireless Communications and Mobile Computing (IWCMC), 2021
This paper studies the anti-jamming issue for cognitive unmanned aerial vehicle (UAV) communication networks. We aim to maximize the throughput of information collection in sensitive areas or unmanned areas of military borders by optimizing the UAV trajectory and the secondary transmitters (STs)' transmit power, in the presence of malicious jammers ...
Zhichao Cui   +4 more
openaire   +1 more source

Decentralized Reinforcement Learning Based Anti-Jamming Communication for Self-Organizing Networks

IEEE Wireless Communications and Networking Conference, 2021
This paper investigates the problem of decentralized spectrum sharing in self-organizing networks against a dynamic and unknown jamming environment using reinforcement learning. In the network, the anti-jamming spectrum sharing has to not only coordinate
Ximing Wang   +3 more
semanticscholar   +1 more source

A self-recovery scheme in anti-jamming communications

1996 IEEE International Conference on Acoustics, Speech, and Signal Processing Conference Proceedings, 2002
By exploiting the spatial diversity among different signals, anti-jamming communications can be accomplishing using antenna arrays. In this paper, we discuss the self-recovery problem for antenna array wireless systems after the communication link is broken due to abrupt environmental changes.
Hui Liu, Murat Torlak, Guanghan Xu
openaire   +2 more sources

Distributed anti-jam wireless communications network

MILCOM 97 MILCOM 97 Proceedings, 2002
Motorola is investigating network architectures to support anti-jam wireless communications for the Advanced Telecommunication/Information Distribution Research Program Consortium sponsored by the U.S. Army Research Laboratory. It is envisioned that the network architecture will contain a distributed network control structure and mobile nodes.
M. Ennis, S. Chuprun
openaire   +2 more sources

Zero-Communication Seed Establishment for Anti-Jamming Techniques [PDF]

open access: possibleProceedings 2014 Workshop on Security of Emerging Networking Technologies, 2014
In an environment perturbed by malicious interference, establishing a reliable wireless connection without shared secrets typically relies on uncoordinated spread spectrum methods, such as UFHSS or UDSSS. These methods offer a lowthroughput channel for the exchange of key contributions with the goal to establish a shared secret.
Esfandiar Mohammadi   +3 more
openaire   +1 more source

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