• DocumentCode
    549060
  • Title

    Decentralized cooperative urban tracking of multiple ground targets by a team of autonomous UAVs

  • Author

    Hirsch, Michael J. ; Ortiz-Peña, Héctor ; Sudit, Moises

  • Author_Institution
    Raytheon Co., Annapolis Junction, MD, USA
  • fYear
    2011
  • fDate
    5-8 July 2011
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    This research is concerned with tracking moving ground targets, in an urban domain, using autonomous unmanned aerial vehicles (UAVs). The sharing of information amongst the UAVs is constrained by communication radius. A dynamic decentralized cooperative control strategy is implemented, in order for the UAVs to autonomously plan (and re-plan) their trajectories in response to (and in anticipation of) target movement in the urban domain. In this decentralized approach, each UAV plans its route through a dynamic feedback loop in a receding horizon framework. We note that it is possible that no UAV has a complete understanding of the region of interest, which better models the real-world environment.
  • Keywords
    decentralised control; feedback; remotely operated vehicles; target tracking; autonomous unmanned aerial vehicles; communication radius; decentralized cooperative urban tracking; dynamic decentralized cooperative control; dynamic feedback loop; information sharing; moving ground target tracking; multiple ground targets; receding horizon framework; target movement; Buildings; Covariance matrix; Mathematical model; Optimization; Target tracking; Trajectory; Vehicle dynamics; Decentralized Cooperative Control; Dynamic Resource Allocation; Kalman Filtering; Urban Tracking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Fusion (FUSION), 2011 Proceedings of the 14th International Conference on
  • Conference_Location
    Chicago, IL
  • Print_ISBN
    978-1-4577-0267-9
  • Type

    conf

  • Filename
    5977495