Research on deception jamming of chaotic composite short-range detection system based on bispectral analysis and genetic algorithm–back propagation
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 th...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Wiley
2019-05-01
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| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1177/1550147719847444 |
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| _version_ | 1849395406827421696 |
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| author | Dongxu Wei Shuning Zhang Si Chen Huichang Zhao Linzhi Zhu |
| author_facet | Dongxu Wei Shuning Zhang Si Chen Huichang Zhao Linzhi Zhu |
| author_sort | Dongxu Wei |
| collection | DOAJ |
| description | 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. |
| format | Article |
| id | doaj-art-aaf47587e98b493b8d0255fbac3d83f9 |
| institution | Kabale University |
| issn | 1550-1477 |
| language | English |
| publishDate | 2019-05-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj-art-aaf47587e98b493b8d0255fbac3d83f92025-08-20T03:39:37ZengWileyInternational Journal of Distributed Sensor Networks1550-14772019-05-011510.1177/1550147719847444Research on deception jamming of chaotic composite short-range detection system based on bispectral analysis and genetic algorithm–back propagationDongxu Wei0Shuning Zhang1Si Chen2Huichang Zhao3Linzhi Zhu4School of Physics and Electronic Electrical Engineering, Huaiyin Normal University, Huai’an, ChinaSchool of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, ChinaSchool of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, ChinaSchool of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, ChinaSchool of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, ChinaThe 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.https://doi.org/10.1177/1550147719847444 |
| spellingShingle | Dongxu Wei Shuning Zhang Si Chen Huichang Zhao Linzhi Zhu Research on deception jamming of chaotic composite short-range detection system based on bispectral analysis and genetic algorithm–back propagation International Journal of Distributed Sensor Networks |
| title | Research on deception jamming of chaotic composite short-range detection system based on bispectral analysis and genetic algorithm–back propagation |
| title_full | Research on deception jamming of chaotic composite short-range detection system based on bispectral analysis and genetic algorithm–back propagation |
| title_fullStr | Research on deception jamming of chaotic composite short-range detection system based on bispectral analysis and genetic algorithm–back propagation |
| title_full_unstemmed | Research on deception jamming of chaotic composite short-range detection system based on bispectral analysis and genetic algorithm–back propagation |
| title_short | Research on deception jamming of chaotic composite short-range detection system based on bispectral analysis and genetic algorithm–back propagation |
| title_sort | research on deception jamming of chaotic composite short range detection system based on bispectral analysis and genetic algorithm back propagation |
| url | https://doi.org/10.1177/1550147719847444 |
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