• DocumentCode
    34574
  • Title

    Broadcast Control Mechanism for Positional Consensus in Multiagent Systems

  • Author

    Das, Kaushik ; Ghose, Debasish

  • Author_Institution
    Dept. of Aerosp. EngineeringGuidance, Indian Inst. of Sci., Bangalore, India
  • Volume
    23
  • Issue
    5
  • fYear
    2015
  • fDate
    Sept. 2015
  • Firstpage
    1807
  • Lastpage
    1826
  • Abstract
    In this paper, a strategy for controlling a group of agents to achieve positional consensus is presented. The problem is constrained by the requirement that every agent must be given the same control input through a broadcast communication mechanism. Although the control command is computed using state information in a global framework, the control input is implemented by the agents in a local coordinate frame. We propose a novel linear programming (LP) formulation that is computationally less intensive than earlier proposed methods. Moreover, a random perturbation input in the control command that helps the agents to come close to each other even for a large number of agents, which was not possible with an existing strategy in the literature, is introduced. The method is extended to achieve positional consensus at a prespecified location. The effectiveness of the approach is illustrated through simulation results. A comparison between the LP approach and the existing second-order cone programming-based approach is also presented. The algorithm was successfully implemented on a robotic platform with three robots.
  • Keywords
    broadcast communication; linear programming; mobile robots; multi-agent systems; multi-robot systems; perturbation techniques; position control; LEGO Mindstorms NXT mobile robot; LP; broadcast communication mechanism; broadcast control mechanism; control command; linear programming; multiagent system; positional consensus; random perturbation input; state information; Control systems; Linear programming; Magnetic resonance; Multi-agent systems; Robot kinematics; Robot sensing systems; Broadcast control; LEGO robots; consensus; ensemble control; linear programming (LP); multiagent system; multiagent system.;
  • fLanguage
    English
  • Journal_Title
    Control Systems Technology, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6536
  • Type

    jour

  • DOI
    10.1109/TCST.2015.2388732
  • Filename
    7018956