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The purpose of this study is to obtain an approximate even guide stars catalog (GSC) applied in star trackers, thus a guide stars selection algorithm via support vector machines (SVM) is presented. Using combination of the number of stars and Boltzmann entropy within circular region centered at every star of original catalog(OC) as feature vector, the local density and uniformity of each star from...
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