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

Author:

Wei Dongxu12ORCID,Zhang Shuning1,Chen Si1,Zhao Huichang1,Zhu Linzhi1

Affiliation:

1. School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China

2. School of Physics and Electronic Electrical Engineering, Huaiyin Normal University, Huai’an, China

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.

Funder

support program for longyuan youth and fundamental research funds for the universities of gansu province

Natural Science Foundation of Jiangsu Province

Publisher

SAGE Publications

Subject

Computer Networks and Communications,General Engineering

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