Compact Polarimetric Synthetic Aperture Radar for Target Detection: A review

IF 16.2 1区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS IEEE Geoscience and Remote Sensing Magazine Pub Date : 2022-09-01 DOI:10.1109/MGRS.2022.3186904
Linlin Zhang, Guili Gao, Chao Chen, S. Gao, Libo Yao
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引用次数: 5

Abstract

In recent years, compact polarimetric (CP) SAR has been widely used for Earth target detection as a means to balance system resources and target information. Although there has been a large number of related researches, an in-depth review of CP SAR, from basic principles to target detection methods, is lacking. This article aims to provide a review of this area. In this article, we review the historical development and application status of CP SAR, introduce the basic principles and the target detection principles of CP SAR, and summarize the currently proposed methods for CP SAR target detection. Over 200 publications are covered. We also discuss the challenges of current research and point out three promising research directions, i.e., the further deepening of feature extraction, deeper understanding of target characteristics, and development of intelligent detection techniques. We hope that this survey will help researchers to better understand this research area.
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用于目标探测的小型偏振合成孔径雷达综述
近年来,紧凑极化SAR作为一种平衡系统资源和目标信息的手段,已被广泛应用于地球目标检测。尽管已经有大量的相关研究,但从基本原理到目标检测方法,对CP SAR的研究还缺乏深入的综述。本文旨在对这一领域进行综述。本文回顾了CP SAR的历史发展和应用现状,介绍了CP SAR基本原理和目标检测原理,总结了目前提出的CP SAR目标检测方法。涵盖了200多种出版物。我们还讨论了当前研究的挑战,并指出了三个有前景的研究方向,即进一步深化特征提取、深入了解目标特征和发展智能检测技术。我们希望这项调查能帮助研究人员更好地了解这一研究领域。
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来源期刊
IEEE Geoscience and Remote Sensing Magazine
IEEE Geoscience and Remote Sensing Magazine Computer Science-General Computer Science
CiteScore
20.50
自引率
2.70%
发文量
58
期刊介绍: The IEEE Geoscience and Remote Sensing Magazine (GRSM) serves as an informative platform, keeping readers abreast of activities within the IEEE GRS Society, its technical committees, and chapters. In addition to updating readers on society-related news, GRSM plays a crucial role in educating and informing its audience through various channels. These include:Technical Papers,International Remote Sensing Activities,Contributions on Education Activities,Industrial and University Profiles,Conference News,Book Reviews,Calendar of Important Events.
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