• DocumentCode
    3029035
  • Title

    A multiple hypothesis people tracker for teams of mobile robots

  • Author

    Tsokas, Nicolas A. ; Kyriakopoulos, Kostas J.

  • Author_Institution
    Sch. of Mech. Eng., Nat. Tech. Univ. of Athens, Athens, Greece
  • fYear
    2010
  • fDate
    3-7 May 2010
  • Firstpage
    446
  • Lastpage
    451
  • Abstract
    This paper tackles the problem of tracking walking people with multiple moving robots equipped with laser rangefinders. We present an adaptation to the classic Multiple Hypothesis Tracking method, which allows for one-to-many associations between targets and measurements in each cycle and is thus capable of operating in a multi-sensor scenario. In the context of two experiments, the successful integration of our tracking algorithm to a dual-robot setup is assessed.
  • Keywords
    laser ranging; mobile robots; multi-robot systems; sensor fusion; tracking; dual-robot setup; laser rangefinders; mobile robots; multiple hypothesis people tracker; multisensor scenario; walking people; Filtering; Humans; Leg; Legged locomotion; Mobile robots; Particle tracking; Robot sensing systems; Robotics and automation; Shape; Target tracking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Automation (ICRA), 2010 IEEE International Conference on
  • Conference_Location
    Anchorage, AK
  • ISSN
    1050-4729
  • Print_ISBN
    978-1-4244-5038-1
  • Electronic_ISBN
    1050-4729
  • Type

    conf

  • DOI
    10.1109/ROBOT.2010.5509967
  • Filename
    5509967