• DocumentCode
    428669
  • Title

    Application of swarm intelligence to the mine detection problem

  • Author

    Chapman, Eric ; Sahin, Ferat

  • Author_Institution
    Dept. of Electr. Eng., Rochester Inst. of Technol., NY, USA
  • Volume
    6
  • fYear
    2004
  • fDate
    10-13 Oct. 2004
  • Firstpage
    5429
  • Abstract
    This paper highlights the important points of swarm intelligence, more specifically the ant algorithm, and illustrate how it can be applied to a real time mine detection problem. The algorithm would be applied using GroundScouts, a modular micro robot that was designed for cooperative robotics applications. An adaptive time division multiple access (ATDMA) communication schemes are also presented that changes the behavior of the network according to the number of robots on the network. This maximizes the efficiency of the communication between the robots. The results show that the real time implementation of the algorithm is successful.
  • Keywords
    cooperative systems; landmine detection; microrobots; mobile robots; optimisation; time division multiple access; GroundScouts; adaptive time division multiple access communication; ant algorithm; cooperative robotics; microrobot; real time mine detection; swarm intelligence; Algorithm design and analysis; Ant colony optimization; Insects; Organisms; Particle swarm optimization; Recruitment; Robots; Space exploration; Space technology; Time division multiple access;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2004 IEEE International Conference on
  • ISSN
    1062-922X
  • Print_ISBN
    0-7803-8566-7
  • Type

    conf

  • DOI
    10.1109/ICSMC.2004.1401057
  • Filename
    1401057