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Coordinated standoff tracking of moving target groups using multiple UAVs

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posted on 2015-02-04, 09:12 authored by Hd Oh, Seungkeun Kim, Hyo-Sang Shin, Antonios Tsourdos
This paper presents a coordinated standoff tracking methodology of moving target groups using multiple UAVs. The vector field guidance approach for a single UAV is first applied to track a group of targets by defining a variable standoff orbit to be followed, which can keep all targets within the field-of view of the UAV. A new feedforward term is included in the guidance command considering variable standoff distance, and the convergence of the vector field to the standoff orbit is analysed and enhanced by adjusting radial velocity using two active measures associated with vector field generation. Moreover, for multiple group tracking by multiple UAVs, a two-phase approach is proposed as a suboptimal solution for an NP-hard problem, consisting of target clustering/assignment and cooperative standoff group tracking with online local replanning. Lastly, localisation sensitivity to the group of targets is investigated for different angular separations between UAVs and sensing configurations. Numerical simulations are performed using randomly moving ground vehicles with multiple UAVs to verify the feasibility and benefit of the proposed approach.

Funding

This study was supported by 1) the UK Engineering and Physical Science Research Council (EPSRC) under Grant EP/J011525/1 and 2) a grant to Bio-Mimetic Robot Research Center funded by Defense Acquisition Program Administration (UD130070ID).

History

School

  • Aeronautical, Automotive, Chemical and Materials Engineering

Department

  • Aeronautical and Automotive Engineering

Published in

IEEE Transactions on Aerospace and Electronic Systems

Volume

0

Issue

0

Pages

0 - 0

Citation

OH, H. ... et al, 2015. Coordinated standoff tracking of moving target groups using multiple UAVs. IEEE Transactions on Aerospace and Electronic Systems, 51(2), pp.1501-1514.

Publisher

© IEEE

Version

  • VoR (Version of Record)

Publisher statement

This work is made available according to the conditions of the Creative Commons Attribution 4.0 International (CC BY 4.0) licence. Full details of this licence are available at: https://creativecommons.org/licenses/by/4.0/

Publication date

2015

Notes

This paper was published as Open Access by IEEE.

ISSN

0018-9251

Language

  • en

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