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Space debris tracking based on fuzzy running Gaussian average adaptive particle filter track-before-detect algorithm
Torteeka, Peerapong1,2; Gao, Peng-Qi1; Shen, Ming1; Guo, Xiao-Zhang1; Yang, Da-Tao1; Yu, Huan-Huan1,2; Zhou, Wei-Ping1,2; Zhao, You1
2017-02-01
Source PublicationRESEARCH IN ASTRONOMY AND ASTROPHYSICS
Volume17Issue:2
AbstractAlthough tracking with a passive optical telescope is a powerful technique for space debris observation, it is limited by its sensitivity to dynamic background noise. Traditionally, in the field of astronomy, static background subtraction based on a median image technique has been used to extract moving space objects prior to the tracking operation, as this is computationally efficient. The main disadvantage of this technique is that it is not robust to variable illumination conditions. In this article, we propose an approach for tracking small and dim space debris in the context of a dynamic background via one of the optical telescopes that is part of the space surveillance network project, named the AsiaPacific ground-based Optical Space Observation System or APOSOS. The approach combines a fuzzy running Gaussian average for robust moving-object extraction with dim-target tracking using a particlefilter-based track-before-detect method. The performance of the proposed algorithm is experimentally evaluated, and the results show that the scheme achieves a satisfactory level of accuracy for space debris tracking.
SubtypeArticle
KeywordAstrometry Space Debris Atmospheric Effects Image Processing
WOS HeadingsScience & Technology ; Physical Sciences
Funding OrganizationWorld Academy of Sciences (TWAS) ; World Academy of Sciences (TWAS) ; Chinese Academy of Sciences (CAS) ; Chinese Academy of Sciences (CAS) ; Asia Pacific Space Cooperation Organization (APSCO) ; Asia Pacific Space Cooperation Organization (APSCO) ; national major scientific research equipment development project of China(ZDYZ2013-2) ; national major scientific research equipment development project of China(ZDYZ2013-2) ; World Academy of Sciences (TWAS) ; World Academy of Sciences (TWAS) ; Chinese Academy of Sciences (CAS) ; Chinese Academy of Sciences (CAS) ; Asia Pacific Space Cooperation Organization (APSCO) ; Asia Pacific Space Cooperation Organization (APSCO) ; national major scientific research equipment development project of China(ZDYZ2013-2) ; national major scientific research equipment development project of China(ZDYZ2013-2)
DOI10.1088/1674-4527/17/2/18
Indexed BySCI
Language英语
Funding OrganizationWorld Academy of Sciences (TWAS) ; World Academy of Sciences (TWAS) ; Chinese Academy of Sciences (CAS) ; Chinese Academy of Sciences (CAS) ; Asia Pacific Space Cooperation Organization (APSCO) ; Asia Pacific Space Cooperation Organization (APSCO) ; national major scientific research equipment development project of China(ZDYZ2013-2) ; national major scientific research equipment development project of China(ZDYZ2013-2) ; World Academy of Sciences (TWAS) ; World Academy of Sciences (TWAS) ; Chinese Academy of Sciences (CAS) ; Chinese Academy of Sciences (CAS) ; Asia Pacific Space Cooperation Organization (APSCO) ; Asia Pacific Space Cooperation Organization (APSCO) ; national major scientific research equipment development project of China(ZDYZ2013-2) ; national major scientific research equipment development project of China(ZDYZ2013-2)
WOS Research AreaAstronomy & Astrophysics
WOS SubjectAstronomy & Astrophysics
WOS IDWOS:000397209100008
Citation statistics
Cited Times:1[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.bao.ac.cn/handle/114a11/8247
Collection应用天文研究部
Affiliation1.Chinese Acad Sci, Natl Astron Observ, Beijing 100012, Peoples R China
2.Univ Chinese Acad Sci, Beijing 100049, Peoples R China
Recommended Citation
GB/T 7714
Torteeka, Peerapong,Gao, Peng-Qi,Shen, Ming,et al. Space debris tracking based on fuzzy running Gaussian average adaptive particle filter track-before-detect algorithm[J]. RESEARCH IN ASTRONOMY AND ASTROPHYSICS,2017,17(2).
APA Torteeka, Peerapong.,Gao, Peng-Qi.,Shen, Ming.,Guo, Xiao-Zhang.,Yang, Da-Tao.,...&Zhao, You.(2017).Space debris tracking based on fuzzy running Gaussian average adaptive particle filter track-before-detect algorithm.RESEARCH IN ASTRONOMY AND ASTROPHYSICS,17(2).
MLA Torteeka, Peerapong,et al."Space debris tracking based on fuzzy running Gaussian average adaptive particle filter track-before-detect algorithm".RESEARCH IN ASTRONOMY AND ASTROPHYSICS 17.2(2017).
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