TY - GEN
T1 - Decentralized swarming beliefs of distributed autonomous heterogeneous system
AU - Overstreet, Jamahl
AU - Khorrami, Farshad
AU - Krishnamurthy, Prashanth
PY - 2011
Y1 - 2011
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=80053163644&partnerID=8YFLogxK
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U2 - 10.1109/acc.2011.5991574
DO - 10.1109/acc.2011.5991574
M3 - Conference contribution
AN - SCOPUS:80053163644
SN - 9781457700804
T3 - Proceedings of the American Control Conference
SP - 3411
EP - 3416
BT - Proceedings of the 2011 American Control Conference, ACC 2011
PB - Institute of Electrical and Electronics Engineers Inc.
ER -