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舰船导航用星体自动识别技术研究
引用本文:马林立,孙尧. 舰船导航用星体自动识别技术研究[J]. 中国惯性技术学报, 2005, 13(3): 34-38
作者姓名:马林立  孙尧
作者单位:1. 哈尔滨工程大学自动化学院,哈尔滨,150001;海军潜艇学院,青岛,266071
2. 哈尔滨工程大学自动化学院,哈尔滨,150001
摘    要:导航星星库的容量、存储内容是影响星图识别时间和识别率的关键因素。引入了动态星等阈值分布函数,将传统星等阈值过滤算法中的静态阈值用动态星等阈值代替,建立了一种新的动态星等阈值过滤选择模式。实验表明,用该算法所选取的导航星数量少,分布均匀性好,具有很强的通用性。在此基础上给出了基于主星的导航三角形星图构造方法,提高了星图识别敢率;提出了一种基于证据理论星图识别方法,可以解决传统三角形算法的冗余匹配问题,提高了星图识别的准确性。

关 键 词:星图识别 动态星等阈值 支持向量机 自动过滤 三角形算法 导航系统
文章编号:1005-6734(2005)03-0034-05
修稿时间:2005-03-11

Star Field Recognition for Ship''''s Navigation
MA Lin-li,SUN Yao. Star Field Recognition for Ship''''s Navigation[J]. Journal of Chinese Inertial Technology, 2005, 13(3): 34-38
Authors:MA Lin-li  SUN Yao
Affiliation:MA Lin-li1,2,SUN Yao1
Abstract:The capacities, store content of the guide star catalog are key factors that influence the time and efficiency of star field recognition. To generate a desirable mission catalog, a novel method for automatic selection of guide star and regression selection algorithm is presented. With the creation of distribution function of dynamic visual magnitude threshold (VMT), the static VMT in traditional visual magnitude filtering method is replaced by dynamic VMT. The experiment results demonstrate that the guide star catalog identified by the proposed algorithm has fewer total numbers, smaller catalog size and better distribution uniformity, etc.. The paper introduces the structure of triangle based on primary bright stars. It has the higher rate of star field recognition. A method that applies the evidence theory to star recognition is presented. It can solve the redundancy match of the traditional triangle algorithm and to improve the probability of accurate recognition.
Keywords:star image recognition  dynamic visual magnitude threshold  support vector machines  evidence theory
本文献已被 CNKI 维普 万方数据 等数据库收录!
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