防务技术2024,Vol.32Issue(2) :529-540.DOI:10.1016/j.dt.2023.03.017

Optimization of jamming formation of USV offboard active decoy clusters based on an improved PSO algorithm

Zhaodong Wu Yasong Luo Shengliang Hu
防务技术2024,Vol.32Issue(2) :529-540.DOI:10.1016/j.dt.2023.03.017

Optimization of jamming formation of USV offboard active decoy clusters based on an improved PSO algorithm

Zhaodong Wu 1Yasong Luo 1Shengliang Hu1
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作者信息

  • 1. College of Weapons Engineering,PLA Naval University of Engineering,Wuhan,430033,China
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Abstract

Offboard active decoys(OADs)can effectively jam monopulse radars.However,for missiles approaching from a particular direction and distance,the OAD should be placed at a specific location,posing high requirements for timing and deployment.To improve the response speed and jamming effect,a cluster of OADs based on an unmanned surface vehicle(USV)is proposed.The formation of the cluster determines the effectiveness of jamming.First,based on the mechanism of OAD jamming,critical conditions are identified,and a method for assessing the jamming effect is proposed.Then,for the optimization of the cluster formation,a mathematical model is built,and a multi-tribe adaptive particle swarm optimization algorithm based on mutation strategy and Metropolis criterion(3M-APSO)is designed.Finally,the for-mation optimization problem is solved and analyzed using the 3M-APSO algorithm under specific sce-narios.The results show that the improved algorithm has a faster convergence rate and superior performance as compared to the standard Adaptive-PSO algorithm.Compared with a single OAD,the optimal formation of USV-OAD cluster effectively fills the blind area and maximizes the use of jamming resources.

Key words

Electronic countermeasure/Offboard active decoy/USV cluster/Jamming formation optimization/Improved PSO algorithm

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基金项目

National Natural Science Foundation of China(62101579)

出版年

2024
防务技术
中国兵工学会

防务技术

CSTPCD
影响因子:0.358
ISSN:2214-9147
参考文献量34
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