• DocumentCode
    2859927
  • Title

    Decentralized swarming beliefs of distributed autonomous heterogeneous system

  • Author

    Overstreet, J. ; Khorrami, F. ; Krishnamurthy, P.

  • Author_Institution
    Dept. of Mech. & Aerosp. Eng., Polytech. Inst. of NYU, Brooklyn, NY, USA
  • fYear
    2011
  • fDate
    June 29 2011-July 1 2011
  • Firstpage
    3411
  • Lastpage
    3416
  • Abstract
    This paper outlines a novel method for Cooperative Behavioral Control of distributed heterogeneous autonomous systems, emulating the methods in which humans collaborate. This method allows autonomous systems to collaborate on tasks and mission goals, similar to how humans interact, and is effective and efficient for real-time resource allocation. The proposed method fundamentally reduces the required communication bandwidths by significantly decreasing the amount of data necessary for real-time information exchange between cooperating agents. This is done by creating a swarm to estimate the beliefs of the collective, and not on physical states which is usually done by classical approaches. In sharing core beliefs, a collective of heterogeneous agents can plan as an individual, inherently and naturally deconflicting the notion of cost and optimality.
  • Keywords
    mobile robots; cooperating agents; cooperative behavioral control; decentralized swarming belief; distributed autonomous heterogeneous system; swarm creation; Bandwidth; Biological system modeling; Collaboration; Humans; Meteorology; Planning; Robots;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference (ACC), 2011
  • Conference_Location
    San Francisco, CA
  • ISSN
    0743-1619
  • Print_ISBN
    978-1-4577-0080-4
  • Type

    conf

  • DOI
    10.1109/ACC.2011.5991574
  • Filename
    5991574