• DocumentCode
    3439915
  • Title

    Artificial immune network-based cooperative control in collective autonomous mobile robots

  • Author

    Lee, Dong-Wook ; Sim, Kwee-Bo

  • Author_Institution
    Dept. of Control & Instrum. Eng., Chung-Buk Nat. Univ., Cheongju, South Korea
  • fYear
    1997
  • fDate
    29 Sep-1 Oct 1997
  • Firstpage
    58
  • Lastpage
    63
  • Abstract
    In this paper, we propose a method of cooperative control based on immune system in distributed autonomous robotic system (DARS). Immune system is living body´s self-protection and self-maintenance system. Thus these features can be applied to decision making of optimal swarm behavior in dynamically changing environment. For the purpose of applying the immune system to DARS, a robot is regarded as a B lymphocyte (B cell), each environmental condition as an antigen and a behavior strategy as an antibody respectively. The executing process of proposed method is as follows: when the environmental condition changes, a robot selects an appropriate behavior strategy, and its behavior strategy is stimulated and suppressed by other robot using communication. Finally, such stimulated strategy is adopted as a swarm behavior strategy. This control scheme is based on clonal selection and idiotopic network hypothesis, and it is used for decision making of an optimal swarm strategy
  • Keywords
    cooperative systems; distributed control; intelligent control; mobile robots; antibody; antigen; artificial immune network; collective autonomous mobile robots; cooperative control; distributed autonomous robotic system; optimal swarm behavior; stimulation; Control systems; Decision making; Humans; Immune system; Intelligent networks; Intelligent robots; Intelligent systems; Mobile communication; Mobile robots; Robot sensing systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robot and Human Communication, 1997. RO-MAN '97. Proceedings., 6th IEEE International Workshop on
  • Conference_Location
    Sendai
  • Print_ISBN
    0-7803-4076-0
  • Type

    conf

  • DOI
    10.1109/ROMAN.1997.646953
  • Filename
    646953