Interlaced Attitude Estimation for Spacecraft Using Vector Observations

被引:2
作者
Chang, Lubin [1 ]
机构
[1] Naval Univ Engn, Coll Elect Engn, Wuhan 430033, Peoples R China
关键词
Attitude estimation; multiplicative extended Kalman filter; quaternion estimator; KALMAN FILTER; SENSORS;
D O I
10.1142/S2737480721500175
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes an interlaced attitude estimation method for spacecraft using vector observations, which can simultaneously estimate the constant attitude at the very start and the attitude of the body frame relative to its initial state. The arbitrary initial attitude, described by constant attitude at the very start, is determined using quaternion estimator which requires no prior information. The multiplicative extended Kalman filter (EKF) is competent for estimating the attitude of the body frame relative to its initial state since the initial value of this attitude is exactly known. The simulation results show that the proposed algorithms could achieve better performance compared with the state-of-the-art algorithms even with extreme large initial errors. Meanwhile, the computational burden is also much less than that of the advanced nonlinear attitude estimators.
引用
收藏
页数:14
相关论文
共 24 条
[1]   Q-Method Extended Kalman Filter [J].
Ainscough, Thomas ;
Zanetti, Renato ;
Christian, John ;
Spanos, Pol D. .
JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 2015, 38 (04) :752-760
[2]  
Chang LB, 2017, Arxiv, DOI arXiv:1706.06814
[3]   Iterated Multiplicative Extended Kalman Filter for Attitude Estimation Using Vector Observations [J].
Chang, Lubin ;
Hu, Baiqing ;
Li, Kailong .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2016, 52 (04) :2053-2060
[4]  
Cheng Y., Adv. Astronaut. Sci, V127, P41
[5]   Particle Filtering for Attitude Estimation Using a Minimal Local-Error Representation [J].
Cheng, Yang ;
Crassidis, John L. .
JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 2010, 33 (04) :1305-1310
[6]   Direction Cosine Matrix Estimation from Vector Observations using a Matrix Kalman Filter [J].
Choukroun, D. ;
Weiss, H. ;
Bar-Itzhack, I. Y. ;
Oshman, Y. .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2010, 46 (01) :61-79
[7]   Sequential Optimal Attitude Recursion Filter [J].
Christian, John A. ;
Lightsey, E. Glenn .
JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 2010, 33 (06) :1787-1800
[8]  
Crassidis J.L, 2012, Optimal Estimation of Dynamic Systems
[9]   Unscented filtering for spacecraft attitude estimation [J].
Crassidis, JL ;
Markley, FL .
JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 2003, 26 (04) :536-542
[10]   Survey of nonlinear attitude estimation methods [J].
Crassidis, John L. ;
Markley, F. Landis ;
Cheng, Yang .
JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 2007, 30 (01) :12-28