Angular velocity estimation based on star vector with improved current statistical model Kalman filter

被引:3
|
作者
Zhang, Hao [1 ]
Niu, Yanxiong [1 ]
Lu, Jiazhen [1 ]
Zhang, He [1 ]
机构
[1] Beihang Univ, Sch Instrumentat Sci & Optoelect Engn, Beijing 100191, Peoples R China
关键词
TRACKER;
D O I
10.1364/AO.55.009427
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Angular velocity information is a requisite for a spacecraft guidance, navigation, and control system. In this paper, an approach for angular velocity estimation based merely on star vector measurement with an improved current statistical model Kalman filter is proposed. High-precision angular velocity estimation can be achieved under dynamic conditions. The amount of calculation is also reduced compared to a Kalman filter. Different trajectories are simulated to test this approach, and experiments with real starry sky observation are implemented for further confirmation. The estimation accuracy is proved to be better than 10(-4) rad/s under various conditions. Both the simulation and the experiment demonstrate that the described approach is effective and shows an excellent performance under both static and dynamic conditions. (C) 2016 Optical Society of America
引用
收藏
页码:9427 / 9434
页数:8
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