DocumentCode
2342566
Title
Dynamic redistribution of a swarm of robots among multiple sites
Author
Halasz, Ádám ; Hsieh, M. Ani ; Berman, Spring ; Kumar, Vijay
Author_Institution
Univ. of Pennsylvania, Walnut
fYear
2007
fDate
Oct. 29 2007-Nov. 2 2007
Firstpage
2320
Lastpage
2325
Abstract
We present an approach for the dynamic assignment and reassignment of a large team of homogeneous robotic agents to multiple locations with applications to search and rescue, reconnaissance and exploration missions. Our work is inspired by experimental studies of ant house hunting and empirical models that predict the behavior of the colony that is faced with a choice between multiple candidate nests. We design stochastic control policies that enable the team of agents to distribute themselves between multiple candidate sites in a specified ratio. Additionally, we present an extension to our model to enable fast convergence via switching behaviors based on quorum sensing. The stability and convergence properties of these control policies are analyzed and simulation results are presented.
Keywords
mobile robots; multi-robot systems; robot dynamics; stability; stochastic processes; ant house hunting; dynamic redistribution; homogeneous robotic agents; quorum sensing; robots swarm; stochastic control policies; Communication system control; Convergence; Intelligent robots; Notice of Violation; Predictive models; Reconnaissance; Robot sensing systems; Springs; Stochastic processes; USA Councils;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Robots and Systems, 2007. IROS 2007. IEEE/RSJ International Conference on
Conference_Location
San Diego, CA
Print_ISBN
978-1-4244-0912-9
Electronic_ISBN
978-1-4244-0912-9
Type
conf
DOI
10.1109/IROS.2007.4399528
Filename
4399528
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