• DocumentCode
    2625843
  • Title

    Bio-Inspired Group Behaviors for the Deployment of a Swarm of Robots to Multiple Destinations

  • Author

    Berman, Spring ; Halász, Ádám ; Kumar, Vijay ; Pratt, Stephen

  • Author_Institution
    Dept. of Mech. Eng. & Appl. Mech., Pennsylvania Univ., Philadelphia, PA
  • fYear
    2007
  • fDate
    10-14 April 2007
  • Firstpage
    2318
  • Lastpage
    2323
  • Abstract
    We present a methodology for characterizing and synthesizing swarm behaviors using both a macroscopic model that represents a swarm as a continuum and a microscopic model that represents individual robots. We develop a systematic approach for synthesizing behaviors at the macroscopic level that can be realized on individual robots at the microscopic level. Our methodology is inspired by a dynamical model of ant house hunting [1], a decentralized process in which a colony attempts to emigrate to the best site among several alternatives. The model is hybrid because the colony switches between different sets of behaviors, or modes, during this process. At the macroscopic level, we are able to synthesize controllers that result in the deployment of a robotic swarm in a predefined ratio between distinct sites. We then derive hybrid controllers for individual robots using only local interactions and no communication that respect the specifications of the global continuous behavior. Our simulations demonstrate that our synthesis procedure yields a correct microscopic model from the macroscopic description with guarantees on performance at both levels
  • Keywords
    closed loop systems; multi-robot systems; optimisation; ant house hunting model; bioinspired group behaviors; decentralized process; macroscopic model; microscopic model; robot destination; robot swarm deployment; Communication system control; Differential equations; Microscopy; Noise robustness; Recruitment; Robot control; Robot sensing systems; Robotics and automation; Solid modeling; State-space methods;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Automation, 2007 IEEE International Conference on
  • Conference_Location
    Roma
  • ISSN
    1050-4729
  • Print_ISBN
    1-4244-0601-3
  • Electronic_ISBN
    1050-4729
  • Type

    conf

  • DOI
    10.1109/ROBOT.2007.363665
  • Filename
    4209429