• DocumentCode
    1663017
  • Title

    A modified method of nonlinear attitude estimation based on EKF

  • Author

    Yang Ou ; Yuanqing Xia ; Mengyin Fu

  • Author_Institution
    Sch. of Autom., Beijing Inst. of Technol., Beijing, China
  • fYear
    2012
  • Firstpage
    901
  • Lastpage
    906
  • Abstract
    This paper presents the design, analysis and performance of modified continuous extended Kalman filter based on complementary properties. The modified design departs from traditional solutions as better dynamic performance and steady-state performance for estimating the attitude angles on three axises, and effectively dominate the disturbance in practical system. In order to illustrate the better performance, the simulation results are given by comparing traditional extended Kalman filter with modified filter.
  • Keywords
    Kalman filters; attitude control; attitude measurement; nonlinear filters; nonlinear systems; observability; EKF; attitude angle estimation; complementary property; dynamic performance; modified continuous extended Kalman filter; modified filter; nonlinear attitude estimation; nonlinear system; observability; steady-state performance; vector observation; Estimation; Kalman filters; Mathematical model; Noise; Nonlinear systems; Observability; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Automation Robotics & Vision (ICARCV), 2012 12th International Conference on
  • Conference_Location
    Guangzhou
  • Print_ISBN
    978-1-4673-1871-6
  • Electronic_ISBN
    978-1-4673-1870-9
  • Type

    conf

  • DOI
    10.1109/ICARCV.2012.6485277
  • Filename
    6485277