• DocumentCode
    2777566
  • Title

    Quaternion-based orientation estimation with static error reduction

  • Author

    Seo, Eun-Ho ; Park, Chan-Soo ; Kim, Doik ; Song, Jae-Bok

  • Author_Institution
    Interaction & Robot. Res. Center, Korea Inst. of Sci. & Technol. (KIST), Seoul, South Korea
  • fYear
    2011
  • fDate
    7-10 Aug. 2011
  • Firstpage
    1624
  • Lastpage
    1629
  • Abstract
    Tracking the orientation or attitude of an object has many applications in various research fields. This paper presents a tracking system which estimates the orientation of an object using an angular rate sensor, accelerometer, and magnetometer. For the combined usage of the sensors, the Kalman filter and the Factored Quaternion Algorithm (FQA) are applied to the proposed system. We also propose a method to eliminate the drift effect of the angular rate sensor in static state. The experimental results show that the proposed tracking system can estimate an accurate rotation of an object and can eliminate the drift effect in static state.
  • Keywords
    Kalman filters; accelerometers; magnetometers; object tracking; Kalman filter; accelerometer; angular rate sensor; drift effect; factored quaternion algorithm; magnetometer; object attitude; object rotation; quaternion based orientation estimation; static error reduction; Acceleration; Accelerometers; Estimation; Gravity; Kalman filters; Magnetometers; Quaternions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechatronics and Automation (ICMA), 2011 International Conference on
  • Conference_Location
    Beijing
  • ISSN
    2152-7431
  • Print_ISBN
    978-1-4244-8113-2
  • Type

    conf

  • DOI
    10.1109/ICMA.2011.5985957
  • Filename
    5985957