Artificial immune network-based cooperative beharior strategies in collective autonomous mobile rotos

인공면역계 기반의 자율이동로봇군의 협조행동전략 결정

  • 이동욱 (중앙대학교 제어계측공학과) ;
  • 심귀보 (중앙대학교 전자전기공학부)
  • Published : 1998.03.01

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 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 codintion changes, a robot select an appropriate beharior stategy. And its behavior stategy is stimulated and suppressed by other robot using communiation. Finally much stimulated strategy is adopted as a swarm behavior strategy. This control scheme is based on clonal selection and idotopic network hypothesis. And it is used for decision making of optimal swarm stragegy.

Keywords