UAV team formation for emitter geolocation

Luke Marsh, Don Gossink, Samuel Picton Drake, Greg Calbert

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

11 Citations (Scopus)

Abstract

In this paper we study a scenario in which uninhabited aerial vehicles (UAVs) are tasked with locating a group of active emitters. The Time Difference of Arrival (TDOA) technique is used by the UAVs to geolocate the active emitters. As TDOA requires at least three UAVs to perform geolocation, an algorithm to team three or more UAVs and task this team to geolocate an emitter is required. We discuss two approaches for teaming the UAVs, which we have developed and tested via simulation. The first approach is a simple heuristic that assigns the closest three UAVs to the highest priority emitter. This approach was simple and efficient to run, but improvements in performance could be made. Because TDOA works best when the UAVs are angularly separated evenly around the emitter, the next teaming algorithm developed takes into account the geometry between all UAVs and emitters. It assigns a cost for each UAV team and emitter combination based on the current angular separation of the UAVs around an emitter, and by how much each UAV team can perfect its geometry in a given time period. Two search techniques are explored, which search the solution space for efficient solutions. Results from simulation tests of the two approaches indicate that the second algorithm on average geolocates the emitters in the simulation faster than the heuristic approach, and provides an efficient solution to this UAV teaming and allocation problem.

Original languageEnglish
Title of host publicationConference Proceedings of 2007 Information, Decision and Control, IDC
Place of PublicationSouth Australia
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages176-181
Number of pages6
ISBN (Electronic)1424409020
ISBN (Print)9781424409020
DOIs
Publication statusPublished - Feb 2007
Externally publishedYes
Event2007 Information, Decision and Control, IDC - Adelaide, Australia
Duration: 12 Feb 200714 Feb 2007

Publication series

NameConference Proceedings of 2007 Information, Decision and Control, IDC

Conference

Conference2007 Information, Decision and Control, IDC
Country/TerritoryAustralia
CityAdelaide
Period12/02/0714/02/07

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