Decentralized swarming beliefs of distributed autonomous heterogeneous system

Jamahl Overstreet, Farshad Khorrami, Prashanth Krishnamurthy

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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.

Original languageEnglish (US)
Title of host publicationProceedings of the 2011 American Control Conference, ACC 2011
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages3411-3416
Number of pages6
ISBN (Print)9781457700804
DOIs
StatePublished - 2011

Publication series

NameProceedings of the American Control Conference
ISSN (Print)0743-1619

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

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  • Cite this

    Overstreet, J., Khorrami, F., & Krishnamurthy, P. (2011). Decentralized swarming beliefs of distributed autonomous heterogeneous system. In Proceedings of the 2011 American Control Conference, ACC 2011 (pp. 3411-3416). [5991574] (Proceedings of the American Control Conference). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/acc.2011.5991574