posted on 2015-02-04, 09:12authored byHd 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.
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/