• DocumentCode
    2121001
  • Title

    Research of UAVs cooperative tasks assignment model

  • Author

    Pan Feng ; Zhang Zhe ; Zhang Rui ; Long Ting

  • Author_Institution
    Sch. of Autom., Beijing Inst. of Technol., Beijing, China
  • fYear
    2010
  • fDate
    29-31 July 2010
  • Firstpage
    1757
  • Lastpage
    1762
  • Abstract
    The multiple Unmanned Combat Aerial Vehicles (UAVs) tasks allocation, studied in the paper, is a complex assignment problem which requires allocating UAVs to targets to complete various tasks. The challenges is not only the potential dimensional explosion when the scenarios become more complicated and the size of problems increases, but also the constraints handling which is a specific characteristic compared with other scheduling or assignment problems. In this paper, A cooperative assignment model for UAVs tasks allocation is proposed and a “separation for sorting” strategy is introduced. The proposed model can effectively deal with various constraints, including the constraints expressed by nature language, and is flexible and effective enough to be combined with kinds of computation intelligence algorithms. Various scenarios with different dimension and non-stationary scenarios are studied by numerical experiments. Results illustrate that it can efficiently achieve the optima and demonstrate the effectiveness.
  • Keywords
    aircraft control; constraint handling; cooperative systems; military aircraft; mobile robots; remotely operated vehicles; UAV cooperative tasks assignment model; computation intelligence algorithms; constraints handling; potential dimensional explosion; separation for sorting strategy; unmanned combat aerial vehicles tasks allocation; Algorithm design and analysis; Computational intelligence; Computational modeling; Electronic mail; Resource management; Sorting; Unmanned aerial vehicles; Computational Intelligence Algorithm; Multiple Unmanned Combat Aerial Vehicles(UAVs); Separation for Sorting; Task Assignment;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (CCC), 2010 29th Chinese
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-6263-6
  • Type

    conf

  • Filename
    5573958