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논문 기본 정보

자료유형
학술대회자료
저자정보
YANG Jing (Beihang University) LEI Xuan (Beihang University)
저널정보
제어로봇시스템학회 제어로봇시스템학회 국제학술대회 논문집 ICCAS 2012
발행연도
2012.10
수록면
267 - 272 (6page)

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초록· 키워드

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In order to provide accuracy referential attitude of remote sensing satellite for images processing, all measurements obtained by the attitude determination system are processed offline periodically to fusion temporal information effectively. RTS (Rauch-Tung-Striebel) optimal fixed-interval smoothing algorithm based on UKF (Unscented Kalman Filter) forward filter was employed for data post-processing with considering the nonlinearity of gyro/star sensor integrated attitude determination system. The simulation results show that, compared with EKF (Extended Kalman Filter), UKF shows better performance on convergence and accuracy of attitude estimation under the condition of large initial state errors. The influence on the attitude estimation error caused by the initial state error and the sigma-points sampling distance of UKF was weakened by the RTS fixed-interval smoothing obviously, and the accuracy of the attitude estimation was improved effectively.

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Abstract
1. INTRODUCTION
2. URTS SMOOTHING ALGORITHM
3. SATELLITE DETERMINATION MODEL
4. SIMULATION
5. CONCLUSIONS
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