DocumentCode
2625843
Title
Bio-Inspired Group Behaviors for the Deployment of a Swarm of Robots to Multiple Destinations
Author
Berman, Spring ; Halász, Ádám ; Kumar, Vijay ; Pratt, Stephen
Author_Institution
Dept. of Mech. Eng. & Appl. Mech., Pennsylvania Univ., Philadelphia, PA
fYear
2007
fDate
10-14 April 2007
Firstpage
2318
Lastpage
2323
Abstract
We present a methodology for characterizing and synthesizing swarm behaviors using both a macroscopic model that represents a swarm as a continuum and a microscopic model that represents individual robots. We develop a systematic approach for synthesizing behaviors at the macroscopic level that can be realized on individual robots at the microscopic level. Our methodology is inspired by a dynamical model of ant house hunting [1], a decentralized process in which a colony attempts to emigrate to the best site among several alternatives. The model is hybrid because the colony switches between different sets of behaviors, or modes, during this process. At the macroscopic level, we are able to synthesize controllers that result in the deployment of a robotic swarm in a predefined ratio between distinct sites. We then derive hybrid controllers for individual robots using only local interactions and no communication that respect the specifications of the global continuous behavior. Our simulations demonstrate that our synthesis procedure yields a correct microscopic model from the macroscopic description with guarantees on performance at both levels
Keywords
closed loop systems; multi-robot systems; optimisation; ant house hunting model; bioinspired group behaviors; decentralized process; macroscopic model; microscopic model; robot destination; robot swarm deployment; Communication system control; Differential equations; Microscopy; Noise robustness; Recruitment; Robot control; Robot sensing systems; Robotics and automation; Solid modeling; State-space methods;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Automation, 2007 IEEE International Conference on
Conference_Location
Roma
ISSN
1050-4729
Print_ISBN
1-4244-0601-3
Electronic_ISBN
1050-4729
Type
conf
DOI
10.1109/ROBOT.2007.363665
Filename
4209429
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