Anti-Jamming Communication Using Imitation Learning. [PDF]
Entropy (Basel), 2023 The communication reliability of wireless communication systems is threatened by malicious jammers. Aiming at the problem of reliable communication under malicious jamming, a large number of schemes have been proposed to mitigate the effects of malicious
Zhou Z, Niu Y, Wan B, Zhou W.
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A Communication Anti-Jamming Scheme Assisted by RIS with Angular Response. [PDF]
Entropy (Basel), 2023 By optimizing the reconfigurable intelligent surface (RIS) reflection coefficients, the channel capacity of legitimate users can be increased, thereby enhancing the anti-jamming performance of communication systems.
Wang J, Jiang W, Huang K, Sun X.
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Feature extraction algorithm of anti-jamming cyclic frequency of electronic communication signal [PDF]
Journal of Intelligent Systems, 2023 Anti-jamming cyclic frequency feature extraction is an important link in identifying communication interference signals, which is of great significance for eliminating electronic communication interference factors and improving the security of electronic
Yang Xuemei
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A Novel Intelligent Anti-Jamming Algorithm Based on Deep Reinforcement Learning Assisted by Meta-Learning for Wireless Communication Systems [PDF]
Applied Sciences, 2023 In the field of intelligent anti-jamming, deep reinforcement learning algorithms are regarded as key technical means. However, the learning process of deep reinforcement learning algorithms requires a stable learning environment to ensure its ...
Qingchuan Chen +3 more
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An intelligent decision-making method for anti-jamming communication based on deep reinforcement learning [PDF]
Xibei Gongye Daxue Xuebao, 2021 In order to solve the problem of intelligent anti-jamming decision-making in battlefield communication, this paper designs an intelligent decision-making method for communication anti-jamming based on deep reinforcement learning.
Bailin Song, Hua Xu, Lei Jiang, Ning Rao
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Interference-Aware Cooperative Anti-Jamming Distributed Channel Selection in UAV Communication Networks [PDF]
Applied Sciences, 2018 This paper investigates the cooperative anti-jamming distributed channel selection problem in UAV communication networks. Considering the existence of malicious jamming and co-channel interference, we design an interference-aware cooperative anti-jamming
Yifan Xu +5 more
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Wideband Anti-Jamming Based on Free Space Optical Communication and Photonic Signal Processing [PDF]
Sensors, 2021 We propose and demonstrate an anti-jamming system to defend against wideband jamming attack. Free space optical communication is deployed to provide a reference for jamming cancellation.
Ben Wu, Yang Qi, Chenxi Qiu, Ying Tang
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Applied SciencesIn response to the challenge of existing wireless communication anti-jamming methods in effectively handling unknown jamming, this paper proposes a multi-parameter control anti-jamming algorithm for wireless communication systems based on the Linear ...
Hang Yao +4 more
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Pattern-Aware Intelligent Anti-Jamming Communication: A Sequential Deep Reinforcement Learning Approach [PDF]
IEEE Access, 2019 This paper investigates the problem of anti-jamming communication in dynamic and intelligent jamming environment. A sequential deep reinforcement learning algorithm (SDRLA) without prior information is proposed, and raw spectrum information is used as ...
Songyi Liu +7 more
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Intelligent anti-jamming decision algorithm for wireless communication under limited channel state information conditions. [PDF]
Sci RepZhang F, Niu Y, Zhou Q, Chen Q.
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