• DocumentCode
    2832004
  • Title

    Stable multi-particle systems and application in multi-vehicle path planning and coverage

  • Author

    Ahmadzadeh, Ali ; Jadbabaie, Ali ; Kumar, Vijay ; Pappas, George J.

  • Author_Institution
    Pennsylvania Univ., Philadelphia
  • fYear
    2007
  • fDate
    12-14 Dec. 2007
  • Firstpage
    1467
  • Lastpage
    1472
  • Abstract
    We present a path planning algorithm for cooperative coverage using a set of nonholonomic autonomous vehicles. The paper describes our overall framework and algorithm for the computation of trajectories that maximize spatio-temporal coverage while satisfying hard constraints such as collision avoidance and specifications on initial and final positions. Our approach is based on approximation of the trajectories of vehicles using sequence of way points and treating each way point as a moving particle in the space. We defines interaction forces between the particles such that the resulting multi-particle system will be stable, moreover, the trajectories generated by the way points in the equilibria of the multi- particle system will satisfy all of the hard constraint while generating a suboptimal solution to the coverage problem.
  • Keywords
    approximation theory; collision avoidance; mobile robots; multi-robot systems; approximation theory; collision avoidance; cooperative coverage; multiparticle system stability; multivehicle path planning algorithm; nonholonomic autonomous vehicle; spatio-temporal coverage maximization; Boundary conditions; Collision avoidance; Control systems; Joining processes; Mobile robots; Path planning; Remotely operated vehicles; Space vehicles; USA Councils; Unmanned aerial vehicles;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control, 2007 46th IEEE Conference on
  • Conference_Location
    New Orleans, LA
  • ISSN
    0191-2216
  • Print_ISBN
    978-1-4244-1497-0
  • Electronic_ISBN
    0191-2216
  • Type

    conf

  • DOI
    10.1109/CDC.2007.4435031
  • Filename
    4435031