• DocumentCode
    2582856
  • Title

    A quaternion-based Complementary Sliding Mode Observer for attitude estimation: Application in free-ranging animal motions

  • Author

    Fourati, H. ; Manamanni, N. ; Jemaa, A.B. ; Afilal, L. ; Handrich, Y.

  • Author_Institution
    CReSTIC-URCA, Reims Champagne Ardenne Univ., Reims, France
  • fYear
    2010
  • fDate
    15-17 Dec. 2010
  • Firstpage
    5056
  • Lastpage
    5061
  • Abstract
    This paper proposes a sensing method using a module of GAM sensors (3-axis Gyroscope, 3-axis Accelerometer, 3-axis Magnetometer) for more accurate measurement of the marine animal´s posture. The application in mind is that of Bio-logging. A quaternion-based algorithm is developed through the complementary filtering theory in order to combine all information sources and to obtain an accurate estimation of the attitude. By considering the rigid body kinematic model, a Complementary Sliding Mode Observer (CSMO) is proposed, taking advantages from strapdown inertial measurements and vector observations. The proposed algorithm is based on the multiplicative quaternion correction technique. The performance of the CSMO is shown with a set of preliminary experiments on domestic animals through sensor measurements provided by an Inertial Measurement Unit.
  • Keywords
    accelerometers; attitude control; bioacoustics; biomechanics; biosensors; filtering theory; gyroscopes; inertial navigation; magnetometers; marine control; motion control; observers; position control; variable structure systems; zoology; 3-axis gyroscope-3-axis accelerometer-3-axis magnetometer; GAM sensor; attitude estimation; bio-logging; domestic animal; filtering theory; free-ranging animal motion; inertial measurement unit; marine animal posture; multiplicative quaternion correction technique; quaternion-based algorithm; quaternion-based complementary sliding mode observer; rigid body kinematic model; sensing method; sensor measurement; strapdown inertial measurement; vector observation; Accelerometers; Gyroscopes; Magnetic field measurement; Magnetometers; Observers; Quaternions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control (CDC), 2010 49th IEEE Conference on
  • Conference_Location
    Atlanta, GA
  • ISSN
    0743-1546
  • Print_ISBN
    978-1-4244-7745-6
  • Type

    conf

  • DOI
    10.1109/CDC.2010.5718071
  • Filename
    5718071