Study on the micro-Doppler separation method of bistatic inverse synthetic aperture radar targets with rotating parts based on complex variational mode decomposition
In bistatic inverse synthetic aperture radar (Bi-ISAR) imaging of targets with rotating components, the micro-Doppler effect generated by rotating components can produce interference bands in azimuth resolution, seriously affecting the imaging results and causing difficulties in target recognition....
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Published in | Journal of applied remote sensing Vol. 16; no. 4; p. 046502 |
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Main Authors | , , , , , , |
Format | Journal Article |
Language | English |
Published |
Society of Photo-Optical Instrumentation Engineers
01.10.2022
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Abstract | In bistatic inverse synthetic aperture radar (Bi-ISAR) imaging of targets with rotating components, the micro-Doppler effect generated by rotating components can produce interference bands in azimuth resolution, seriously affecting the imaging results and causing difficulties in target recognition. A unique Bi-ISAR target micro-Doppler separation method with rotating components is proposed by introducing the complex variational mode decomposition (CVMD) method. First, the echo signal is decomposed into different intrinsic mode functions (IMFs) by CVMD for the Bi-ISAR imaging target with rotating parts. Then, IMFs are divided into main and micromotion parts by setting the energy threshold. The IMFs belonging to the main part are extracted, and the imaging is performed using the range-Doppler algorithm. The simulation results show that CVMD outperforms the complex empirical mode decomposition algorithm and the complex local mean decomposition algorithm in the Doppler separation of Bi-ISAR targets with rotating components. In addition, CVMD exhibits good robustness and provides innovative ideas for future research on micro-Doppler separation technology. |
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AbstractList | In bistatic inverse synthetic aperture radar (Bi-ISAR) imaging of targets with rotating components, the micro-Doppler effect generated by rotating components can produce interference bands in azimuth resolution, seriously affecting the imaging results and causing difficulties in target recognition. A unique Bi-ISAR target micro-Doppler separation method with rotating components is proposed by introducing the complex variational mode decomposition (CVMD) method. First, the echo signal is decomposed into different intrinsic mode functions (IMFs) by CVMD for the Bi-ISAR imaging target with rotating parts. Then, IMFs are divided into main and micromotion parts by setting the energy threshold. The IMFs belonging to the main part are extracted, and the imaging is performed using the range-Doppler algorithm. The simulation results show that CVMD outperforms the complex empirical mode decomposition algorithm and the complex local mean decomposition algorithm in the Doppler separation of Bi-ISAR targets with rotating components. In addition, CVMD exhibits good robustness and provides innovative ideas for future research on micro-Doppler separation technology. |
Author | Xue, Dongfang Hu, Wenhua Zhu, Hanshen Zhu, Xiaoxiu Guo, Baofeng Jiao, Liting Zhu, Chang’an |
Author_xml | – sequence: 1 givenname: Hanshen orcidid: 0000-0002-1884-6747 surname: Zhu fullname: Zhu, Hanshen email: 352399814@qq.com organization: Army Engineering University Shijiazhuang Campus, Department of Electronic and Optical Engineering, Shijiazhuang, China – sequence: 2 givenname: Wenhua surname: Hu fullname: Hu, Wenhua email: hwhsaq@sina.com organization: Army Engineering University Shijiazhuang Campus, Department of Electronic and Optical Engineering, Shijiazhuang, China – sequence: 3 givenname: Baofeng orcidid: 0000-0002-8250-2295 surname: Guo fullname: Guo, Baofeng email: 15132497492@126.com organization: Army Engineering University Shijiazhuang Campus, Department of Electronic and Optical Engineering, Shijiazhuang, China – sequence: 4 givenname: Liting surname: Jiao fullname: Jiao, Liting email: tingting12jiaoyou@163.com organization: Army Engineering University Shijiazhuang Campus, Department of Electronic and Optical Engineering, Shijiazhuang, China – sequence: 5 givenname: Xiaoxiu orcidid: 0000-0003-3688-6897 surname: Zhu fullname: Zhu, Xiaoxiu email: zhuxiaoxiu13@163.com organization: PLA 32398 Unit, Beijing, China – sequence: 6 givenname: Dongfang surname: Xue fullname: Xue, Dongfang email: dongfang_25@163.com organization: Army Engineering University Shijiazhuang Campus, Department of Electronic and Optical Engineering, Shijiazhuang, China – sequence: 7 givenname: Chang’an surname: Zhu fullname: Zhu, Chang’an email: lgd91004@aeu.edu.cn organization: Army Engineering University Shijiazhuang Campus, Department of Electronic and Optical Engineering, Shijiazhuang, China |
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Title | Study on the micro-Doppler separation method of bistatic inverse synthetic aperture radar targets with rotating parts based on complex variational mode decomposition |
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