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Fault Tolerant Attitude Estimation for an LEO Satellite Using a Multi-hypothesis Filter
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  • Fault Tolerant Attitude Estimation for an LEO Satellite Using a Multi-hypothesis Filter
  • Fault Tolerant Attitude Estimation for an LEO Satellite Using a Multi-hypothesis Filter
저자명
Lim. Jun Kyu,Choi. Kwang Rok,Park. Chan Gook
간행물명
International Journal of Control, Automation and Systems
권/호정보
2012년|10권 5호|pp.1070-1076 (7 pages)
발행정보
제어로봇시스템학회
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정기간행물|ENG|
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이 논문은 한국과학기술정보연구원과 논문 연계를 통해 무료로 제공되는 원문입니다.
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기타언어초록

The aim of this paper is to improve state estimation and FDI performance. We proposed an algorithm using a model based multi-hypothesis filter (MHF). With this method, we can detect and identify the fault on a satellite actuator. Also, we can improve the attitude estimation performance of a satellite attitude control system. In this method, there are several models for a possible failure situation and the model probabilities are decided from the residuals of each filter. The master filter finds the most suitable state estimation result from the weighting sum of each filter based on probabilities. And a probability crossing detection algorithm and thresholding algorithm based on probabilities are introduced for fault detection and identification of satellite actuators. The simulation results demonstrate the advantages of the MHF-based method proposed.