• DocumentCode
    2052148
  • Title

    Feedforward global/inertial sensor fusion algorithm for accurate global positioning of a mobile robot

  • Author

    Lee, Kyoobin ; Park, Jaeheung ; Khatib, Oussama ; Kwon, Dong-Soo

  • Author_Institution
    Korea Adv. Inst. of Sci. & Technol., Seoul
  • fYear
    2005
  • fDate
    24-28 July 2005
  • Firstpage
    504
  • Lastpage
    509
  • Abstract
    This paper introduces a coordinate transform method for global/inertial sensor fusion minimizing modification of an existing control program of a mobile robot Most of GPS/INS sensor fusion algorithms use Kalman filters and modify the INS states by feedback loops. Because the structure of the proposed method has a feedforward filter, the proposed method has an advantage in case the user does not want to change an existing control program of mobile robot. The feedback type Kalman filter is designed so that the error between global position from GPS and odometry from INS converges to zero. Therefore the coordinate matching between the odometry and measured global position is not necessary in those approaches. However, in the feedforward structure described in this paper, the errors gradually increase over time. A coordinate transform method has been developed for dealing with the error. This method provides an easy way to make an add-on function without any changes in the existing functions of the control program of a mobile robot
  • Keywords
    Kalman filters; distance measurement; feedforward; mobile robots; sensor fusion; Kalman filters; accurate global positioning; coordinate transform method; feedback loops; feedforward filter; feedforward global sensor fusion algorithm; inertial sensor fusion algorithm; mobile robot; odometry; Delay; Feedback; Filters; Global Positioning System; Laser noise; Mobile robots; Position measurement; Sensor fusion; Sensor systems; Service robots;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Intelligent Mechatronics. Proceedings, 2005 IEEE/ASME International Conference on
  • Conference_Location
    Monterey, CA
  • Print_ISBN
    0-7803-9047-4
  • Type

    conf

  • DOI
    10.1109/AIM.2005.1511032
  • Filename
    1511032