• DocumentCode
    447413
  • Title

    Swarm Approach to Chemical Source Localization

  • Author

    Zarzhitsky, Dimitri ; Spears, Diana F.

  • Author_Institution
    Dept. of Comput. Sci., Wyoming Univ., Laramie, WY
  • Volume
    2
  • fYear
    2005
  • fDate
    12-12 Oct. 2005
  • Firstpage
    1435
  • Lastpage
    1440
  • Abstract
    We present a physics-based approach to the localization of chemical sources with autonomous swarms. Robotic vehicles with short-range sensors use local pair-wise interactions to self-assemble into structured lattice formations, serving as distributed sensor and computational meshes. The robots use fluid flow information to navigate toward the chemical emitter. We develop a new search algorithm from first principles of fluid mechanics that outperforms the leading biomimetic competitors for the chemical source localization task. A validation of the scalability of our solution via simulation of plume and vehicle dynamics is given
  • Keywords
    chemical sensors; distributed sensors; fluid mechanics; intelligent robots; mobile robots; multi-robot systems; search problems; autonomous swarms; chemical source localization; computational meshes; distributed sensor; fluid flow information; fluid mechanics; robotic vehicles; search algorithm; short-range sensors; structured lattice formation; vehicle dynamics; Biomimetics; Biosensors; Chemical and biological sensors; Distributed computing; Fluid flow; Lattices; Navigation; Remotely operated vehicles; Robot sensing systems; Scalability; adaptive sensor networks; chemical plume tracing; emergent behavior; robotic swarms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2005 IEEE International Conference on
  • Conference_Location
    Waikoloa, HI
  • Print_ISBN
    0-7803-9298-1
  • Type

    conf

  • DOI
    10.1109/ICSMC.2005.1571348
  • Filename
    1571348