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一种改进的基于奇异值分解的星图识别算法 被引量:3

An Improved Star Recognition Algorithms based on Singular Value Method
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摘要 星敏感器是高精度的姿态测量部件,在各种航天、航空飞行器的姿态测量或控制系统中发挥着关键作用。作为星敏感器的核心技术,可靠、快速和高精度的星图识别算法一直是重要的研究课题。论文对星图识别算法进行研究。针对基于奇异值分解的星图识别算法可能出现的由于视轴不连续所造成的全天区覆盖率较低问题,提出了一种改进的基于奇异值分解的星图识别算法,详细阐述了各部分算法的设计思想。论文最后在JDK5.0开发环境中用JAVA语言实现了改进算法,并与传统的三角形算法的性能进行了比较详尽的对比。 Star tracker is most precise instrument of attitude measurement,playing a vital role in attitude measurement and control system of all kinds of Aerospace Flight Vehicles. Star pattern recognition algorithm as one of core technology of star tracker is so important that the reliable,fast and accurate star pattern recognition is widely investigated. The star pattern recognition algorithms are investigated. For the problem of low coverage throughout the sky caused by lack of bore sight direction,an improved singular value method for recognition algorithm is proposed respectively. The design thoughts of programs are elaborated clearly. Finally,this thesis develops JAVA language code of the improved algorithm in the JDK 5. 0Builder environment and makes an comparison with performance of the traditional Triangle algorithm in detail.
出处 《智能计算机与应用》 2014年第2期21-24,28,共5页 Intelligent Computer and Applications
基金 国家自然科学基金(41071262)
关键词 星敏感器 星图识别算法 导航星数据库 奇异值分解 Star Tracker Star Recognition Algorithms Database of Guide Star Pattern Singular Value Decomposition
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  • 1PADGETY C, KREUTZ-DELGADO K. A grid algorithm for autono- mous star identification [ J]. IEEE Transactions on Aerospace and Electronic Systems, 1997, 33(I): 202-213.
  • 2SILANI E, LOVERA M. Star identification algorithm: novel ap- proach & comparison study [ J]. IEEE Transactions on Aerospace and Electronic Systems, 2006, 42(4): 1275 -1288.
  • 3NA M, JIA P F. A survey of all-sky autonomous star identification algorithms [ C] // Proceedings of the 1 st International Symposium on Systems and Control in Aerospace and Astronautics. Piseataway: IEEE Press, 2006:896-901.
  • 4LIEBE C C. Pattern recognition of star constellation for spacecraft applications [ J]. IEEE Aeronautics and Electronics Systems Maga- zine, 1992, 7(6): 34-41.
  • 5盂靖.大地天文测量星图定位与识别算法的研究[D].西安:西安电子科技大学,2010.
  • 6van BEZOOIJEN R H. True-sky demonstration of an autonomous star tracker [ C] // Proceedings of SPIE 2221, Acquisition, Tracking, and Pointing VIII. Bellingtmm, WA: SPIE, 1994: 156-168.
  • 7LINDSEY C S, LINDBLAD T, EIDE A J. Method for star identifi- cation using neural networks [ C]// Proceedings of SPIE 3077, Applications and Science of Artificial Neural Networks III. Belling- ham, WA: SPIE, 1997:471-478.
  • 8HONG J, DICKERSON J A. Neural-network-based autonomousstar identification algorithm [ J]. Journal of Guidance, Control and Dynamics, 2000, 23(4): 728-735.
  • 9Concentric circles [ EB/OL]. [ 2012 - 12 - 28] http://math- world, wolfram, eom./ConcentricCireles, html.
  • 10Right ascension [ EB/OL]. [ 2013 - 01 - 16] http://en, wikipe- dia. org/wiki/Right ascension.

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同被引文献27

  • 1刘晓平,何士双.基于三角划分的多连通域图形匹配研究[J].工程图学学报,2010,31(1):61-66. 被引量:5
  • 2许士文,李葆华,张迎春,李化义.用字符匹配进行星图识别的导航库存储方法[J].哈尔滨工业大学学报,2005,37(6):819-821. 被引量:10
  • 3HO KOKI, NAKASUKA SHINICHI. Novel star identification method combining two star trackers with extended FOVs[-C. AIAA Guidance, Navigation, and Control Conference, August 2-5, 2010, Toronto, Ontario, Canada.
  • 4HASHMALL JOSEPH A. Star identification using a triplet algorithm E c3. 54th International Astronautical Congress of the International Astronautical Federation, the International Academy of Astronautics, and the International Institute of Space Law, September 29- October 3, 2003, Bremen, Germany.
  • 5KUMAR MRINAL, MORTARI DANIELE, JUNKINS JOHN. An analytical approach to star identification reliability[-C. AIAA Guidance, Navigation and Control Conference and Exhibit, August 18-21, 2008, Honolulu, Hawaii.
  • 6ROBERTS PETER, WALKER RODNEY. Application of a counter propagation neural network for star identification [ C ]. AIAA Guidance, Navigation, and Control Conference and Exhibit, August 15-18, 2005, San Francisco, California.
  • 7NEEDELMAN DAVID D, ALSTAD JAMES P, LAI PETER C, et al. Fast access and low memory star pair catalog for star pattern identificationJ. Journal of Guidance, Control, and Dynamics, 2010, 33 (5) : 1396-1403.
  • 8全伟,房建成.一种基于蚁群聚类算法的快速星图识别方法[J].宇航学报,2008,29(6):1814-1818. 被引量:6
  • 9王海涌,费峥红,张超.改进的基于主星的星图识别算法[J].光学精密工程,2009,17(1):220-224. 被引量:16
  • 10马涛,孙红辉,肖松,刘朝山.基于BP神经网络的小样本星图识别方法[J].应用光学,2009,30(2):252-256. 被引量:5

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