• 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