A Fast Computation Method for The Satellite-to-site Visibility

被引:12
作者
Han, Chao [1 ]
Yang, Pengbin [1 ]
Wang, Xiaohui [1 ]
Liu, Shenggang [1 ]
机构
[1] Beihang Univ, Sch Astronaut, Beijing, Peoples R China
来源
2018 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC) | 2018年
关键词
satellite-to-site visibility; Radial-basis Functions; adaptive interpolation method; optimization problems; DESIGN;
D O I
10.1109/CEC.2018.8477984
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The satellite-to-site visibility problem, which refers to the determination of opportunities for a satellite to observe or communicate with an object on the Earths surface, plays an important role in in the practical application of engineering. This paper presents a novel fast computation method for satellite-tosite visibility determination. The Radial-basis Functions (RBF) is utilized to approximate the discriminant function of the satelliteto-site visibility. Meanwhile, in order to improve the accuracy of the RBF, an adaptive interpolation method is used to generate more samples to construct the RBF approximation. The accurate rise and set times are obtained by solving a set of simply optimization problems about the RBF. To further increase the computational speed, an interval shrinking strategy is adopted via investigating the geometric relationship between the ground viewing cone and the orbit trajectory. Numerical results show a significant decrease in computation cost compared with the brute force method. In addition, the method is suitable for all orbital types and analytical orbit propagators.
引用
收藏
页码:2461 / 2468
页数:8
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