Vector-Based Attitude Filter for Space Navigation

被引:0
作者
Pedro Batista
Carlos Silvestre
Paulo Oliveira
机构
[1] Instituto Superior Técnico,
来源
Journal of Intelligent & Robotic Systems | 2011年 / 64卷
关键词
Navigation systems; Space robotics; Attitude algorithms; Estimation; Filtering techniques;
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暂无
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学科分类号
摘要
This paper presents the design and performance evaluation of a novel integrated attitude filter with application to space navigation. The design is based directly on the sensor measurements as opposed to traditional solutions that resort to rotation parameterizations. The information provided by a low-cost star tracker is merged with the measurements of a triaxial rate gyro to provide accurate estimates of the attitude. The proposed multirate solution also includes the estimation of rate gyro bias and tuning procedures. Simulation and experimental results, including ground truth data for performance evaluation purposes, are shown that illustrate the attainable performance in the presence of realistic measurements provided by low-cost star trackers.
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页码:221 / 243
页数:22
相关论文
共 49 条
[1]  
Bar-Itzhack I(1985)Attitude determination from vector observations: quaternion estimation IEEE Trans. Aerosp. Electron. Syst. 321 128-136
[2]  
Oshman Y(1971)A new mathematical formulation for strapdown inertial navigation IEEE Trans. Aerosp. Electron. Syst. 7 61-66
[3]  
Bortz J(2007)Survey of nonlinear attitude estimation methods J. Guid. Control Dyn. 30 12-28
[4]  
Crassidis J(1970)Attitude determination by Kalman filter Automatica 6 419-430
[5]  
Markley F(1966)A least squares estimate of satellite attitude SIAM Rev. 8 384-386
[6]  
Cheng Y(1961)New results in linear filtering and prediction theory Trans. ASME—J. Basic Eng. Ser. D 83 95-108
[7]  
Farrell J(1982)Kalman filtering for spacecraft attitude estimation J. Guid. Control Dyn. 5 417-429
[8]  
Farrell J(2008)Adaptive synchronization for generalized Lorenz systems IEEE Trans. Automat. Contr. 53 1740-1746
[9]  
Stuelpnagel J(2002)Accuracy performance of star trackers—a tutorial IEEE Trans. Aerosp. Electron. Syst. 38 587-599
[10]  
Kalman R(2007)Adaptive extended Kalman filtering for visual motion estimation of 3D objects Control Eng. Pract. 15 123-134