DocumentCode
3265851
Title
Swarm based enclosure model for unspecified number of targets
Author
Kubo, Masao ; Yamaguchi, Akihiro ; Yoshimura, Tatsuro ; Sato, Hiroshi
Author_Institution
Dept. of Comput. Sci., Nat. Defense Acad. of Japan, Japan
fYear
2011
fDate
20-22 Dec. 2011
Firstpage
685
Lastpage
690
Abstract
Target enclosure by autonomous robots is useful for many practical applications, for example, surveillance of disaster sites. Scalability is important for autonomous robots because a larger group is more robust against breakdown, accidents, and failure. However, traditional models only discussed cases in which minimum number of robots enclose a single target so that there is no way to utilize the redundant number of robots. In this paper, to achieve a highly scalable target enclosure model about the number of target to enclose, we introduce swarm based task assignment capability to Takayama et al.´s enclosure model. The original model discussed only single target environment but it has good nature for applying it into multiple targets environments. We show the robots can enclose without predefined position assignment by analytic discussion based on switched systems and a series of computer simulations. As a consequence of this property, the proposed robots can change its target according to criterion about robot density while they enclose multiple targets.
Keywords
disasters; mobile robots; particle swarm optimisation; surveillance; analytic discussion; autonomous robots; computer simulations; disaster sites surveillance; multiple targets environments; predefined position assignment; robot density; single target environment; swarm based enclosure model; swarm based task assignment capability; switched systems; target enclosure; Computational modeling; Computer simulation; Equations; Mathematical model; Robot sensing systems; Switched systems;
fLanguage
English
Publisher
ieee
Conference_Titel
System Integration (SII), 2011 IEEE/SICE International Symposium on
Conference_Location
Kyoto
Print_ISBN
978-1-4577-1523-5
Type
conf
DOI
10.1109/SII.2011.6147531
Filename
6147531
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