• DocumentCode
    1000551
  • Title

    Stability of a one-dimensional discrete-time asynchronous swarm

  • Author

    Gazi, Veysel ; Passino, Kevin M.

  • Author_Institution
    Dept. of Electr. Eng., Ohio State Univ., Columbus, OH, USA
  • Volume
    35
  • Issue
    4
  • fYear
    2005
  • Firstpage
    834
  • Lastpage
    841
  • Abstract
    In this correspondence, we consider a discrete time one-dimensional asynchronous swarm. First, we describe the mathematical model for motions of the swarm members. Then, we analyze the stability properties of that model. The stability concept that we consider, which matches exactly with stability of equilibria in control theory, characterizes stability of a particular position (relative arrangement) of the swarm members. We call that position the comfortable position (with comfortable intermember distances). Our swarm model and stability analysis are different from other asynchronous swarm models considered in the literature. In particular, in our analysis we employ results on contractive mappings from the parallel and distributed computation literature. The application of these results to the swarm coordination problem is important by itself since they might prove useful also in n-dimensional swarms.
  • Keywords
    artificial life; discrete time systems; motion estimation; multi-agent systems; stability; control theory; mathematical model; multiagent systems; one-dimensional discrete-time asynchronous swarm model; stability analysis; swarm coordination problem; Biological system modeling; Concurrent computing; Control theory; Convergence; Distributed computing; Mathematical model; Motion control; Robot kinematics; Stability analysis; Working environment noise; Aggregation; asynchronous motion; cooperative coordination and control; multiagent systems; swarms; Algorithms; Animals; Computer Simulation; Humans; Models, Biological; Movement; Population Dynamics; Signal Processing, Computer-Assisted; Social Behavior;
  • fLanguage
    English
  • Journal_Title
    Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1083-4419
  • Type

    jour

  • DOI
    10.1109/TSMCB.2005.845393
  • Filename
    1468254