• DocumentCode
    1061652
  • Title

    Cooperative control of mobile sensor networks:Adaptive gradient climbing in a distributed environment

  • Author

    Ögren, Petter ; Fiorelli, Edward ; Leonard, Naomi Ehrich

  • Author_Institution
    Dept. of Autonomous Syst., Swedish Defense Res. Agency, Stockholm, Sweden
  • Volume
    49
  • Issue
    8
  • fYear
    2004
  • Firstpage
    1292
  • Lastpage
    1302
  • Abstract
    We present a stable control strategy for groups of vehicles to move and reconfigure cooperatively in response to a sensed, distributed environment. Each vehicle in the group serves as a mobile sensor and the vehicle network as a mobile and reconfigurable sensor array. Our control strategy decouples, in part, the cooperative management of the network formation from the network maneuvers. The underlying coordination framework uses virtual bodies and artificial potentials. We focus on gradient climbing missions in which the mobile sensor network seeks out local maxima or minima in the environmental field. The network can adapt its configuration in response to the sensed environment in order to optimize its gradient climb.
  • Keywords
    adaptive control; distributed control; gradient methods; mobile robots; multi-agent systems; stability; wireless sensor networks; adaptive gradient climbing; adaptive systems; cooperative control; cooperative management; mobile sensor network; multiagent systems; reconfigurable sensor arrays; stable control strategy; vehicle network; Adaptive control; Adaptive systems; Biosensors; Intelligent networks; Marine animals; Mechanical sensors; Programmable control; Remotely operated vehicles; Robustness; Sensor arrays; Adaptive systems; cooperative control; gradient methods; mobile robots; multiagent systems; sensor networks;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/TAC.2004.832203
  • Filename
    1323171