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SP-search: A new algorithm for star pattern recognition

机译:SP搜索:星型识别的新算法

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The new Spherical-Polygon (SP) Search approach, to identify stars observed by wide Field-Of-View (FOV) star tracker, which does not require initial guess of the spacecraft attitude and which does not use magnitude information, is presented. The principal idea of the proposed method is based o nthe fact that any star direction can always be expressed as a linear combination of two non-parallel star directions (star pair basis) together with their vector cross-product. The star identification problem is, therefore, transformed into the simpler problem of finding which stars, within a large star catalog, are admissible with a given direction. This is straightforwardly solved by approximating a cone with a spherical polygon and using the K-vector technique applied to all of the three components of the given direction. Numerical and analytical studies are used to evalaute the main characteristics of the proposed method and to show how they could be improved (increasingthe CCD precision and the star pair basis angular displacement). This new method to identify observed stars can be used within any general star pattern recongition technique based on stars triangles, especially for the multiple-FOVs star sensors (DIGISTAR II and III sensors) because they observe stars in orthogonal directions. Numerical plots validate this method, which is particularly suitable for the lost in space general cas,e by showing its very good probability of success (95
机译:提出了一种新的球形-多边形(SP)搜索方法,该方法可识别通过宽视场(FOV)恒星追踪器观测到的恒星,该恒星跟踪器不需要对航天器的姿态进行初步猜测,也无需使用幅度信息。提出的方法的主要思想是基于这样一个事实,即任何恒星方向始终可以表示为两个非平行恒星方向(恒星对基础)及其向量叉积的线性组合。因此,将恒星识别问题转化为一个更简单的问题,即在给定方向上查找大型恒星目录中的哪些恒星是可接受的。通过用球形多边形近似圆锥并使用应用于给定方向的所有三个分量的K矢量技术可以直接解决此问题。数值和分析研究被用来评价所提出方法的主要特征,并表明如何加以改进(提高CCD精度和星对基角位移)。这种识别观测到的恒星的新方法可用于任何基于恒星三角形的常规恒星模式识别技术中,特别是对于多个FOV恒星传感器(DIGISTAR II和III传感器),因为它们在正交方向上观测恒星。数值图验证了该方法的有效性,该方法特别适用于太空一般cas.e中的损失,因为它显示出非常好的成功概率(95)。

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