• DocumentCode
    3422001
  • Title

    High-precision GPS measurement for motorcycle trajectory using Kalman filter

  • Author

    Koyama, Yuichiro ; Liang, Tan Kok ; Tanaka, Toshiyuki

  • Author_Institution
    Sch. of Sci. & Technol., Keio Univ., Yokohama, Japan
  • fYear
    2009
  • fDate
    17-19 June 2009
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    The method for measuring a motorcycle trajectory accurately using only GPS is demanded in various fields. In GPS measurement of a motorcycle trajectory, both declination of the body and obstacles near the course cause a bad measurement of trajectory. We propose a new algorithm for GPS measurement of a motorcycle trajectory. The missing observation data within a few seconds are interpolated by curve of the second order. In the result, we obtain the trajectory with excellent continuity and stability. In addition, we make the trajectory smooth using extended Kalman filter. We succeeded in getting the trajectory with high accuracy, which is sufficiently continuous. The precision is equal to that of fixed point positioning given sufficient number of available satellites.
  • Keywords
    Global Positioning System; Kalman filters; motorcycles; GPS measurement; Kalman filter; motorcycle trajectory measurement; satellites; Analytical models; Clocks; Coordinate measuring machines; Global Positioning System; Image sensors; Motorcycles; Position measurement; Satellites; Space technology; Stability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Networked Sensing Systems (INSS), 2009 Sixth International Conference on
  • Conference_Location
    Pittsburgh, PA
  • Print_ISBN
    978-1-4244-6313-8
  • Electronic_ISBN
    978-1-4244-6314-5
  • Type

    conf

  • DOI
    10.1109/INSS.2009.5409940
  • Filename
    5409940