A new method of multi-target tracking in wide-area for dealing with the threat of small celestial bodies in space

Fei Yu, Shuai Hou, Dan Hou, Han Zhang, Nihui Xie, Liu Yang, ChunHui Liao
{"title":"A new method of multi-target tracking in wide-area for dealing with the threat of small celestial bodies in space","authors":"Fei Yu, Shuai Hou, Dan Hou, Han Zhang, Nihui Xie, Liu Yang, ChunHui Liao","doi":"10.1117/12.3007852","DOIUrl":null,"url":null,"abstract":"The field of view of optical imaging systems is limited, making it difficult to meet the needs of continuous tracking of multiple targets in different orientations in a wide spatial domain, even in the 4 π spatial domain. Therefore, based on the two-dimensional tracking rotating platform, an unscented Kalman motion estimation algorithm based on target motion characteristics and an optimization algorithm for multi-objective switching tracking based on motion target matching, tracking convergence, and platform rotation ability have been proposed. The ultimate goal is to achieve continuous tracking of multiple spatial targets over a wide area. The development of a light and small space two-dimensional rotating platform tracking system is completed. The target detection coverage achieved is better than ± 180° in both pitch and azimuth directions. Continuous observation and tracking of better than 8 targets has been achieved through target motion estimation and switching tracking methods.","PeriodicalId":298662,"journal":{"name":"Applied Optics and Photonics China","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2023-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Applied Optics and Photonics China","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1117/12.3007852","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

The field of view of optical imaging systems is limited, making it difficult to meet the needs of continuous tracking of multiple targets in different orientations in a wide spatial domain, even in the 4 π spatial domain. Therefore, based on the two-dimensional tracking rotating platform, an unscented Kalman motion estimation algorithm based on target motion characteristics and an optimization algorithm for multi-objective switching tracking based on motion target matching, tracking convergence, and platform rotation ability have been proposed. The ultimate goal is to achieve continuous tracking of multiple spatial targets over a wide area. The development of a light and small space two-dimensional rotating platform tracking system is completed. The target detection coverage achieved is better than ± 180° in both pitch and azimuth directions. Continuous observation and tracking of better than 8 targets has been achieved through target motion estimation and switching tracking methods.
应对空间小天体威胁的广域多目标跟踪新方法
光学成像系统的视场是有限的,因此难以满足在宽空间域,甚至是 4 π 空间域内对不同方位的多个目标进行连续跟踪的需求。因此,在二维跟踪旋转平台的基础上,提出了一种基于目标运动特征的无特征卡尔曼运动估计算法,以及一种基于运动目标匹配、跟踪收敛性和平台旋转能力的多目标切换跟踪优化算法。最终目标是实现大范围内多个空间目标的连续跟踪。完成了轻型小空间二维旋转平台跟踪系统的研制。所实现的目标探测覆盖范围在俯仰方向和方位角方向均优于 ± 180°。通过目标运动估计和切换跟踪方法,实现了对优于 8 个目标的连续观测和跟踪。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
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