Dual Extended Kalman Filter Based Momentum Wheel Identification

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Abstract:

As the most important actuator of the attitude control subsystem of the spacecraft, the momentum wheel should be precisely simulated. In this paper, Dual Extended Kalman filter is expressed and used to identify the momentum wheel system. In this way, the identification result can be used in the momentum wheel system simulation. This makes simulations run both fast and precisely. The numerical simulation results show that the algorithm can converge in given error.

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2278-2284

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August 2010

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[1] P.C. Hughes, Spacecraft Attitude Dynamics, John Wiley & Sons, (1986).

Google Scholar

[2] J. R. Wertz (editor), Spacecraft Attitude Determination and Control, Kluwer Academics Publishers, (1995).

Google Scholar

[3] Z. Q. Li, L. Ma and K. Khorasani A Dynamic Neural Network-based Reaction Wheel Fault Diagnosis for Satellites, 2006 International Joint Conference on Neural Networks 2006, pp.3714-3721.

DOI: 10.1109/ijcnn.2006.247387

Google Scholar

[4] CHEN Fei fan, ZHAN G Gao2fei, CHEN Yi feng Non-linear modeling and simulation technique for momen tum wheel of small satellites, Journal of Astronautics Vo l. 24 No. 6 November 2003, pp.651-655.

Google Scholar

[5] XU Kai, CHEN Chang qing, GUAN Wen cui, JIN Guang Design of xPC semi-physical simulation system for small-satellite attitude control, Optics and Precision Engineering VoI. 17 No. 2 Feb. 2009 pp.363-367.

Google Scholar

[6] Simon Haykin Kalman Filtering and Neural Networks, New York: Wiley 2001 pp.123-174.

Google Scholar

[7] Bialke B. High fidelity mathematical modeling of reaction wheel performance , Advances in the Astronautical Science, 1998 pp.483-496.

Google Scholar

[8] Shi Xinzhi Qi Chang A Pade approximation approach for generalized inverse matrix exponentral function J.Huazhong Univ. of Sci. Tech. (Natural Science Edition) Vol. 36 No. 82008 pp.49-55.

Google Scholar

[9] SHEUNG HUN CHENG, NICHOLAS J. HIGHAM, CHARLES S. KENNEY, AND ALAN J. LAUBAPPROXIMATING, THE LOGARITHM OF A MATRIX TO SPECIFIED ACCURACY, 2001 Society for Industrial and Applied Mathematics vol. 22 No. 4 2001 pp.1112-1125.

DOI: 10.1137/s0895479899364015

Google Scholar

[10] NICHOLAS J. HIGHAM EVALUATING PADE APPROXIMANTS OF THE MATRIX LOGARITHM 2001 Society for Industrial and Applied Mathematics, 2001 Society for Industrial and Applied Mathematics Vol. 22 No. 4 2001 pp.1126-1135.

DOI: 10.1137/s0895479800368688

Google Scholar