Title :
Immunology-inspired swarm coordination with application to multiple combat UGV systems
Author :
Weng, Liguo ; Cai, WenChuan ; Zhang, Ran ; Bikdash, M. ; Song, Y.D.
Author_Institution :
Center for Cooperative Syst., North Carolina A&T State Univ., Greensboro, NC
Abstract :
Immune system has several interesting and desirable properties such as adaptability, robustness, flexibility, archival memory, and distributed cognition abilities. This paper presents a multi-agent scheme with swarm coordination functions inspired by immune system. It is shown that by using local communication, each agent is able to select its favorite strategy based on distributed sensing, which leads to successful swarm behavior, and performs well even under dynamically changing environment. Furthermore, in the proposed scheme a thymus-like global coordination mechanism called a critic here is introduced to prevent undesirable crowding, thus improving the overall swarming behavior as verified by numerical simulation on a collection of unmanned ground vehicles (UGVs).
Keywords :
control engineering computing; cooperative systems; mobile robots; multi-robot systems; remotely operated vehicles; archival memory; distributed cognition abilities; immune system; immunology-inspired swarm coordination; multi-agent scheme; multiple combat UGV systems; unmanned ground vehicles; Artificial intelligence; Automation; Biological systems; Cooperative systems; Frequency; Humans; Immune system; Intelligent control; Pathogens; Radio access networks; Bio-inspired; Cooperative Operation; Swarm Cooperation;
Conference_Titel :
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-2113-8
Electronic_ISBN :
978-1-4244-2114-5
DOI :
10.1109/WCICA.2008.4593449