系统工程与电子技术(英文版)2024,Vol.35Issue(1) :55-64.DOI:10.23919/JSEE.2023.000148

Short-time maritime target detection based on polarization scattering characteristics

CHEN Shichao LUO Feng TIAN Min LYU Wanghan
系统工程与电子技术(英文版)2024,Vol.35Issue(1) :55-64.DOI:10.23919/JSEE.2023.000148

Short-time maritime target detection based on polarization scattering characteristics

CHEN Shichao 1LUO Feng 2TIAN Min 2LYU Wanghan1
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作者信息

  • 1. College of Computer and Information Engineering(College of Artificial Intelligence),Nanjing Tech University,Nanjing 211816,China
  • 2. Hangzhou Institute of Technology,Xidian University,Hangzhou 311200,China
  • 折叠

Abstract

In this paper,a detection method combining Cameron decomposition based on polarization scattering characteristics in sea clutter background is proposed.Firstly,the Cameron decomposition is exploited to fuse the radar echoes of full polar-ization channels at the data level.Due to the artificial material structure on the surface of the target,it can be shown that the non-reciprocity of the target cell is stronger than that of the clut-ter cell.Then,based on the analysis of the decomposition results,a new feature with scattering geometry characteristics in polarization domain,denoted as Cameron polarization decom-position scattering weight(CPD-SW),is extracted as the test statistic,which can achieve more detailed descriptions of the clutter scattering characteristics utilizing the difference between their scattering types.Finally,the superiority of the proposed CPD-SW detector over traditional detectors in improving detec-tion performance is verified by the IPIX measured dataset,which has strong stability under short-time observation in threshold detection and can also improve the separability of feature space zin anomaly detection.

Key words

sea clutter/small target/radar detection/Cameron decomposition/characteristics analysis

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基金项目

National Natural Science Foundation of China(62201251)

Natural Science Foundation of the Jiangsu Higher Education Institutions of China(22KJB510024)

Open Fund for the Hangzhou Institute of Technology Academician Workstation at Xidian University(XH-KY-202306-0291)

出版年

2024
系统工程与电子技术(英文版)
中国航天科工防御技术研究院 中国宇航学会 中国系统工程学会 中国系统仿真学会

系统工程与电子技术(英文版)

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影响因子:0.64
ISSN:1004-4132
参考文献量29
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