DocumentCode :
2859927
Title :
Decentralized swarming beliefs of distributed autonomous heterogeneous system
Author :
Overstreet, J. ; Khorrami, F. ; Krishnamurthy, P.
Author_Institution :
Dept. of Mech. & Aerosp. Eng., Polytech. Inst. of NYU, Brooklyn, NY, USA
fYear :
2011
fDate :
June 29 2011-July 1 2011
Firstpage :
3411
Lastpage :
3416
Abstract :
This paper outlines a novel method for Cooperative Behavioral Control of distributed heterogeneous autonomous systems, emulating the methods in which humans collaborate. This method allows autonomous systems to collaborate on tasks and mission goals, similar to how humans interact, and is effective and efficient for real-time resource allocation. The proposed method fundamentally reduces the required communication bandwidths by significantly decreasing the amount of data necessary for real-time information exchange between cooperating agents. This is done by creating a swarm to estimate the beliefs of the collective, and not on physical states which is usually done by classical approaches. In sharing core beliefs, a collective of heterogeneous agents can plan as an individual, inherently and naturally deconflicting the notion of cost and optimality.
Keywords :
mobile robots; cooperating agents; cooperative behavioral control; decentralized swarming belief; distributed autonomous heterogeneous system; swarm creation; Bandwidth; Biological system modeling; Collaboration; Humans; Meteorology; Planning; Robots;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
American Control Conference (ACC), 2011
Conference_Location :
San Francisco, CA
ISSN :
0743-1619
Print_ISBN :
978-1-4577-0080-4
Type :
conf
DOI :
10.1109/ACC.2011.5991574
Filename :
5991574
Link To Document :
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