DocumentCode :
3205587
Title :
Discussions on the loss functions of attitude determination
Author :
Miao, Yuhong ; Zhou, Jianghua
Author_Institution :
Res. Inst. of Hi-Tech, Xian
fYear :
2009
fDate :
7-14 March 2009
Firstpage :
1
Lastpage :
9
Abstract :
This paper extends the optimal linear attitude estimator optimality loss function based on the weighted-least-squares theory and gives an analysis of the relationship between the extended loss function and the others. Covariance analysis shows that, for the appropriate weighting matrix and zero-mean Gaussian noise, minimization of the extended loss function is equivalent to both the maximum likelihood estimation and the minimum covariance estimation. The extended loss function is equivalent to Wahba´s loss function if the suggested weighting matrices are used.
Keywords :
Gaussian noise; attitude control; attitude measurement; covariance analysis; covariance matrices; least squares approximations; minimisation; space vehicles; Wahba loss function; covariance analysis; extended loss function minimization; maximum likelihood estimation; minimum covariance estimation; optimal linear attitude estimator; optimality loss function; spacecraft attitude determination; weighted-least-squares theory; weighting matrix; zero-mean Gaussian noise; Automation; Biographies; Biomedical optical imaging; Covariance matrix; Gaussian noise; Maximum likelihood estimation; Numerical simulation; Optical losses; Position measurement; Robustness;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Aerospace conference, 2009 IEEE
Conference_Location :
Big Sky, MT
Print_ISBN :
978-1-4244-2621-8
Electronic_ISBN :
978-1-4244-2622-5
Type :
conf
DOI :
10.1109/AERO.2009.4839542
Filename :
4839542
Link To Document :
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