Information energy for sensor-reactive UAV flock control

Dale A. Lawrence*, Ryan E. Donahue, Kamran Mohseni, Richard Han

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionpeer-review

31 Citations (Scopus)

Abstract

A Sensor Flock is described, consisting of many small UAVs which move according to decentralized potential gradient guidance laws designed to cause improvement in sensed data quality. Information Energy potentials are defined to include terms for sensed data quality, mechanical energy loss due to motion, and quality-of-service for inter-vehicle communication. Examples are provided showing that a 147 vehicle flock autonomously produces desired behavior under suitable choices of parameters in the Information Energy function. A portion of the flock clusters in regions of high data signalto-noise ratio, while other vehicles maintain communication links to a base station, and still other vehicles spread out to cover unsensed areas within a specified coverage volume. Applications in toxic plume characterization and atmospheric science are discussed.

Original languageEnglish
Title of host publicationCollection of Technical Papers - AIAA 3rd "Unmanned-Unlimited" Technical Conference, Workshop, and Exhibit
Place of PublicationNew York, NY
PublisherAmerican Institute of Aeronautics and Astronautics
Pages631-644
Number of pages14
ISBN (Print)1563477173, 9781563477171
DOIs
Publication statusPublished - 2004
Externally publishedYes
EventCollection of Technical Papers - AIAA 3rd "Unmanned-Unlimited" Technical Conference, Workshop, and Exhibit - Chicago, IL, United States
Duration: 20 Sept 200423 Sept 2004

Publication series

NameCollection of Technical Papers - AIAA 3rd "Unmanned-Unlimited" Technical Conference, Workshop, and Exhibit
Volume2

Conference

ConferenceCollection of Technical Papers - AIAA 3rd "Unmanned-Unlimited" Technical Conference, Workshop, and Exhibit
Country/TerritoryUnited States
CityChicago, IL
Period20/09/0423/09/04

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