Research on deception jamming of chaotic composite short-range detection system based on bispectral analysis and genetic algorithm–back propagation

Dongxu Wei, Shuning Zhang, Si Chen, Huichang Zhao and Linzhi Zhu

International Journal of Distributed Sensor Networks, 2019, vol. 15, issue 5, 1550147719847444

Abstract: The chaotic compound short-range detection system is a new type of short-range detection system, which has strong anti-jamming ability. However, for the deception jamming, the characteristics of the complex short-range detection system are very similar to the detection echo, which poses a serious threat to the detection system. In order to analyze and extract the different characteristics between deceptive jamming and target echo signal, so as to realize the anti-deceptive jamming of chaotic compound short-range detection system, this article analyzes and simulates the mathematical model of deceptive jamming and target echo, and analyzes the bispectral characteristics of the simulated echo and jamming signal, and a set of anti-deception jamming feature parameters has been constructed. The identification of deceptive interference is realized by genetic algorithm–back propagation neural network, and the recognition accuracy is high and the real-time performance is good.

Keywords: Chaos; short-range detection; deceptive jamming; bispectral; neural network; signal fusion (search for similar items in EconPapers)
Date: 2019
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Persistent link: https://EconPapers.repec.org/RePEc:sae:intdis:v:15:y:2019:i:5:p:1550147719847444

DOI: 10.1177/1550147719847444

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