An autonomous star identification algorithm based on patterns matching

Hua Zong, Bo Wang*, Zhi Qiang Zhou, Lei Gao, Sun Li, Xiao Ying Gao

*此作品的通讯作者

科研成果: 期刊稿件文章同行评审

4 引用 (Scopus)

摘要

In order to facilitate the online application of stellar attitude determination system, a new autonomous star identification algorithm based on star pattern matching was presented in this paper. First, a new approach was proposed for describing the patterns of star image, and then the observed star pattern and the database of navigation stars patterns were constituted by using the star pattern description. Finally, the star recognition was conducted by comparing the observed star pattern vectors with an onboard database pattern vectors. Experiment results show that the proposed algorithm is very robust to the noise of observed star position. Also, it uses less computer resources and achieves faster calculating speed compared with the conventional algorithm.

源语言英语
页(从-至)1032-1037
页数6
期刊Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology
35
10
DOI
出版状态已出版 - 1 10月 2015

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