Cooperative Visibility Maintenance for Leader-Follower Formations in Obstacle Environments
Dimitra Panagou, Vijay Kumar

Citation
Dimitra Panagou, Vijay Kumar. "Cooperative Visibility Maintenance for Leader-Follower Formations in Obstacle Environments". IEEE Transactions on Robotics, 2013.

Abstract
Vision-based formation control of multiple agents, such as mobile robots or fully-autonomous cars, has recently re- ceived great interest due to its application in robotic networks and automated highways. This paper addresses the cooperative mo- tion coordination of leader-follower formations of nonholonomic mobile robots, under visibility and communication constraints in known polygonal obstacle environments. We initially consider the case of N = 2 agents moving in L - F fashion and propose a feedback control strategy under which L ensures obstacle avoidance for both robots, while F ensures visibility maintenance with L and inter-vehicle collision avoidance. The derived algo- rithms are based on: set-theoretic methods to guarantee visibility maintenance, dipolar vector fields to maintain the formation shape and the consideration of the formation as a tractor-trailer system to ensure obstacle avoidance. We furthermore show how the coordination and control design extends to the case of N > 2 agents, and provide simulation results which demonstrate the efficacy of the control solutions. The proposed algorithms do not require information exchange among robots, but are instead based on information locally available to each agent. In this way, the desired tasks are executed and achieved in a decentralized manner, with each robot taking care of converging to a desired configuration, while maintaining visibility with its target.

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Citation formats  
  • HTML
    Dimitra Panagou, Vijay Kumar. <a
    href="http://www.terraswarm.org/pubs/224.html"
    >Cooperative Visibility Maintenance for Leader-Follower
    Formations in Obstacle Environments</a>, <i>IEEE
    Transactions on Robotics</i>,  2013.
  • Plain text
    Dimitra Panagou, Vijay Kumar. "Cooperative Visibility
    Maintenance for Leader-Follower Formations in Obstacle
    Environments". <i>IEEE Transactions on
    Robotics</i>,  2013.
  • BibTeX
    @article{PanagouKumar13_CooperativeVisibilityMaintenanceForLeaderFollowerFormations,
        author = {Dimitra Panagou and Vijay Kumar},
        title = {Cooperative Visibility Maintenance for
                  Leader-Follower Formations in Obstacle Environments},
        journal = {IEEE Transactions on Robotics},
        year = {2013},
        abstract = {Vision-based formation control of multiple agents,
                  such as mobile robots or fully-autonomous cars,
                  has recently re- ceived great interest due to its
                  application in robotic networks and automated
                  highways. This paper addresses the cooperative mo-
                  tion coordination of leader-follower formations of
                  nonholonomic mobile robots, under visibility and
                  communication constraints in known polygonal
                  obstacle environments. We initially consider the
                  case of N = 2 agents moving in L - F fashion and
                  propose a feedback control strategy under which L
                  ensures obstacle avoidance for both robots, while
                  F ensures visibility maintenance with L and
                  inter-vehicle collision avoidance. The derived
                  algo- rithms are based on: set-theoretic methods
                  to guarantee visibility maintenance, dipolar
                  vector fields to maintain the formation shape and
                  the consideration of the formation as a
                  tractor-trailer system to ensure obstacle
                  avoidance. We furthermore show how the
                  coordination and control design extends to the
                  case of N > 2 agents, and provide simulation
                  results which demonstrate the efficacy of the
                  control solutions. The proposed algorithms do not
                  require information exchange among robots, but are
                  instead based on information locally available to
                  each agent. In this way, the desired tasks are
                  executed and achieved in a decentralized manner,
                  with each robot taking care of converging to a
                  desired configuration, while maintaining
                  visibility with its target.},
        URL = {http://terraswarm.org/pubs/224.html}
    }
    

Posted by Barb Hoversten on 2 Dec 2013.

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