• DocumentCode
    183658
  • Title

    SO(3)-constrained Kalman filtering with application to attitude estimation

  • Author

    de Ruiter, Anton H. J.

  • Author_Institution
    Dept. of Aerosp. Eng., Ryerson Univ., Toronto, ON, Canada
  • fYear
    2014
  • fDate
    4-6 June 2014
  • Firstpage
    4937
  • Lastpage
    4942
  • Abstract
    This paper presents a new continuous-time Kalman-like filter directly on SO(3) for attitude estimation of a vehicle with vector and gyro measurements. The presented filter is inspired by a recently developed norm-constrained Kalman-like filter, which has successfully been applied to the attitude estimation problem when a quaternion parameterization is used. The filter is compared with a continuous-time multiplicative extended Kalman filter, which is also formulated directly on SO(3).
  • Keywords
    Kalman filters; attitude measurement; nonlinear filters; SO(3)-constrained Kalman filtering; attitude estimation problem; continuous-time Kalman-like filter; gyro measurements; multiplicative extended Kalman filter; norm-constrained Kalman-like filter; quaternion parameterization; vector measurements; Covariance matrices; Equations; Estimation; Kalman filters; Kinematics; Vectors; Vehicles; Aerospace; Estimation; Kalman filtering;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference (ACC), 2014
  • Conference_Location
    Portland, OR
  • ISSN
    0743-1619
  • Print_ISBN
    978-1-4799-3272-6
  • Type

    conf

  • DOI
    10.1109/ACC.2014.6858692
  • Filename
    6858692