• DocumentCode
    3095091
  • Title

    Global urban localization of outdoor mobile robots using satellite images

  • Author

    Dogruer, C.U. ; Koku, B. ; Dolen, M.

  • Author_Institution
    Mech. Eng. Dept., Hacettepe Univ., Ankara
  • fYear
    2008
  • fDate
    22-26 Sept. 2008
  • Firstpage
    3927
  • Lastpage
    3932
  • Abstract
    Localization is one of the major research fields in mobile robotics. With the utilization of satellite images and Monte Carlo localization technique, the global localization of an outdoor mobile robot is studied in this paper. The proposed method employs satellite images downloaded from the Internet to localize the robot iteratively. To accomplish this, the proposed method matches the local laser scanner data with the segmented satellite images. Initial test results conducted on the METU campus are found to be quite promising. Further improvement of this approach has the potential of cutting down not only the operational costs but also the preparation period of the mobile robot enabling researchers to operate their robots in diverse outdoor settings.
  • Keywords
    Monte Carlo methods; mobile robots; Monte Carlo localization technique; global urban localization; outdoor mobile robot; satellite image; Lasers; Measurement by laser beam; Mobile robots; Robot kinematics; Robot sensing systems; Robots; Satellites;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Robots and Systems, 2008. IROS 2008. IEEE/RSJ International Conference on
  • Conference_Location
    Nice
  • Print_ISBN
    978-1-4244-2057-5
  • Type

    conf

  • DOI
    10.1109/IROS.2008.4650983
  • Filename
    4650983