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
fDate :
29 Sep-1 Oct 1997
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;
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
DOI :
10.1109/ROMAN.1997.646953