• DocumentCode
    2541320
  • Title

    Communication assisted navigation in robotic swarms: Self-organization and cooperation

  • Author

    Ducatelle, Frederick ; Caro, Gianni A Di ; Pinciroli, Carlo ; Mondada, Francesco ; Gambardella, Luca

  • Author_Institution
    IDSIA, USI, Manno-Lugano, Switzerland
  • fYear
    2011
  • fDate
    25-30 Sept. 2011
  • Firstpage
    4981
  • Lastpage
    4988
  • Abstract
    We present a communication based navigation algorithm for robotic swarms. It lets robots guide each other´s navigation by exchanging messages containing navigation information through the wireless network formed among the swarm. We study the use of this algorithm in two different scenarios. In the first scenario, the swarm guides a single robot to a target, while in the second, all robots of the swarm navigate back and forth between two targets. In both cases, the algorithm provides efficient navigation, while being robust to failures of robots in the swarm. Moreover, we show that in the latter case, the system lets the swarm self-organize into a robust dynamic structure. This self-organization further improves navigation efficiency, and is able to find shortest paths in cluttered environments. We test our system both in simulation and on real robots.
  • Keywords
    multi-robot systems; path planning; radio networks; communication assisted navigation; communication based navigation algorithm; cooperation; robotic swarms; self-organization; wireless network; Delay; Entropy; Navigation; Organizations; Robot kinematics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Robots and Systems (IROS), 2011 IEEE/RSJ International Conference on
  • Conference_Location
    San Francisco, CA
  • ISSN
    2153-0858
  • Print_ISBN
    978-1-61284-454-1
  • Type

    conf

  • DOI
    10.1109/IROS.2011.6094454
  • Filename
    6094454