低信噪比条件下用于机载反合成孔径雷达空中目标成像的新型运动补偿算法

IF 1.4 4区 管理学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Yichen Zhou, Yong Wang
{"title":"低信噪比条件下用于机载反合成孔径雷达空中目标成像的新型运动补偿算法","authors":"Yichen Zhou,&nbsp;Yong Wang","doi":"10.1049/rsn2.12586","DOIUrl":null,"url":null,"abstract":"<p>The spaceborne Inverse Synthetic Aperture Radar (ISAR) has garnered significant attention due to its extensive observation range and robust anti-attack capabilities. Consequently, the ISAR imaging research of air targets based on a spaceborne platform has crucial application value. However, unlike the traditional ground-based radar system, the spaceborne platform moves along its own orbit while observing the air target, and the received signal energy is weakened due to the extended observation distance. Therefore, it is important to optimise the existing ISAR imaging geometry models and motion compensation algorithms. The authors first construct a geometric model of spaceborne ISAR imaging for air targets. Aiming at the problem of low signal-to-noise ratio (SNR), a novel translational motion compensation algorithm based on motion parameter estimation is proposed. The algorithm compensates for both distance migration and Doppler migration caused by the first-order and second-order motion components of relative motion, respectively. Finally, simulation and semi-physical simulation results validate the effectiveness and superiority of the proposed algorithm under different SNR and motion conditions.</p>","PeriodicalId":50377,"journal":{"name":"Iet Radar Sonar and Navigation","volume":"18 9","pages":"1444-1459"},"PeriodicalIF":1.4000,"publicationDate":"2024-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/rsn2.12586","citationCount":"0","resultStr":"{\"title\":\"A novel motion compensation algorithm for spaceborne inverse synthetic aperture radar imaging of air target under low signal-to-noise ratio condition\",\"authors\":\"Yichen Zhou,&nbsp;Yong Wang\",\"doi\":\"10.1049/rsn2.12586\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>The spaceborne Inverse Synthetic Aperture Radar (ISAR) has garnered significant attention due to its extensive observation range and robust anti-attack capabilities. Consequently, the ISAR imaging research of air targets based on a spaceborne platform has crucial application value. However, unlike the traditional ground-based radar system, the spaceborne platform moves along its own orbit while observing the air target, and the received signal energy is weakened due to the extended observation distance. Therefore, it is important to optimise the existing ISAR imaging geometry models and motion compensation algorithms. The authors first construct a geometric model of spaceborne ISAR imaging for air targets. Aiming at the problem of low signal-to-noise ratio (SNR), a novel translational motion compensation algorithm based on motion parameter estimation is proposed. The algorithm compensates for both distance migration and Doppler migration caused by the first-order and second-order motion components of relative motion, respectively. Finally, simulation and semi-physical simulation results validate the effectiveness and superiority of the proposed algorithm under different SNR and motion conditions.</p>\",\"PeriodicalId\":50377,\"journal\":{\"name\":\"Iet Radar Sonar and Navigation\",\"volume\":\"18 9\",\"pages\":\"1444-1459\"},\"PeriodicalIF\":1.4000,\"publicationDate\":\"2024-05-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://onlinelibrary.wiley.com/doi/epdf/10.1049/rsn2.12586\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Iet Radar Sonar and Navigation\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1049/rsn2.12586\",\"RegionNum\":4,\"RegionCategory\":\"管理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Iet Radar Sonar and Navigation","FirstCategoryId":"94","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1049/rsn2.12586","RegionNum":4,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0

摘要

机载反合成孔径雷达(ISAR)因其宽广的观测范围和强大的反击能力而备受关注。因此,基于机载平台的 ISAR 空中目标成像研究具有重要的应用价值。然而,与传统的地面雷达系统不同,机载平台在观测空中目标时会沿着自己的轨道移动,而且由于观测距离的延长,接收到的信号能量会减弱。因此,优化现有的 ISAR 成像几何模型和运动补偿算法非常重要。作者首先构建了针对空中目标的星载 ISAR 成像几何模型。针对信噪比(SNR)较低的问题,提出了一种基于运动参数估计的新型平移运动补偿算法。该算法可补偿由相对运动的一阶和二阶运动分量分别引起的距离迁移和多普勒迁移。最后,仿真和半实物仿真结果验证了所提算法在不同信噪比和运动条件下的有效性和优越性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

A novel motion compensation algorithm for spaceborne inverse synthetic aperture radar imaging of air target under low signal-to-noise ratio condition

A novel motion compensation algorithm for spaceborne inverse synthetic aperture radar imaging of air target under low signal-to-noise ratio condition

The spaceborne Inverse Synthetic Aperture Radar (ISAR) has garnered significant attention due to its extensive observation range and robust anti-attack capabilities. Consequently, the ISAR imaging research of air targets based on a spaceborne platform has crucial application value. However, unlike the traditional ground-based radar system, the spaceborne platform moves along its own orbit while observing the air target, and the received signal energy is weakened due to the extended observation distance. Therefore, it is important to optimise the existing ISAR imaging geometry models and motion compensation algorithms. The authors first construct a geometric model of spaceborne ISAR imaging for air targets. Aiming at the problem of low signal-to-noise ratio (SNR), a novel translational motion compensation algorithm based on motion parameter estimation is proposed. The algorithm compensates for both distance migration and Doppler migration caused by the first-order and second-order motion components of relative motion, respectively. Finally, simulation and semi-physical simulation results validate the effectiveness and superiority of the proposed algorithm under different SNR and motion conditions.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Iet Radar Sonar and Navigation
Iet Radar Sonar and Navigation 工程技术-电信学
CiteScore
4.10
自引率
11.80%
发文量
137
审稿时长
3.4 months
期刊介绍: IET Radar, Sonar & Navigation covers the theory and practice of systems and signals for radar, sonar, radiolocation, navigation, and surveillance purposes, in aerospace and terrestrial applications. Examples include advances in waveform design, clutter and detection, electronic warfare, adaptive array and superresolution methods, tracking algorithms, synthetic aperture, and target recognition techniques.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信