• DocumentCode
    495927
  • Title

    A reliable distributed algorithm for group size estimation with minimal communication requirements

  • Author

    Brambilla, Manuele ; Pinciroli, Carlo ; Birattari, Mauro ; Dorigo, Marco

  • Author_Institution
    Univ. Libre de Bruxelles, Brussels, Belgium
  • fYear
    2009
  • fDate
    22-26 June 2009
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This study proposes a method that lets individual robots in a group estimate the size of the group in a distributed manner. The process is loosely based on the signaling behavior of fireflies and crickets. Holland et al. first devised a method based on local robot signaling to estimate the group´s size. Each robot emits a signal and can perceive the signals of neighboring robots in close proximity. Following the approach of Holland et al., our robots count the number of emitted signals over a suitably defined period of time. Experiments show that the estimates calculated with Holland et al.´s method display a great deal of noise. We modify their method so as to sensibly stabilize the output. We assess the quality of our method through extensive simulation-based experiments.
  • Keywords
    estimation theory; multi-robot systems; signal processing; distributed algorithm; group size estimation; minimal communication requirements; robot signaling behavior; simulation-based experiments; swarm robotics; Displays; Distributed algorithms; Orbital robotics; Parallel robots; Redundancy; Robot kinematics; Robot sensing systems; Robust stability; Signal processing; Switches;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Robotics, 2009. ICAR 2009. International Conference on
  • Conference_Location
    Munich
  • Print_ISBN
    978-1-4244-4855-5
  • Electronic_ISBN
    978-3-8396-0035-1
  • Type

    conf

  • Filename
    5174691