DocumentCode :
1766086
Title :
Coordinated standoff tracking of moving target groups using multiple UAVs
Author :
Hyondong Oh ; Seungkeun Kim ; Hyo-Sang Shin ; Tsourdos, Antonios
Author_Institution :
Loughborough Univ. Loughborough, Loughborough, UK
Volume :
51
Issue :
2
fYear :
2015
fDate :
42095
Firstpage :
1501
Lastpage :
1514
Abstract :
This paper presents a methodology for coordinated standoff tracking of moving target groups using multiple unmanned aerial vehicles (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 analyzed 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 a Non-deterministic Polynomial-time hard (NP-hard) problem, consisting of target clustering/assignment and cooperative standoff group tracking with online local replanning. Lastly, localization 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.
Keywords :
autonomous aerial vehicles; optimisation; pattern clustering; target tracking; vectors; NP-hard problem; UAV; angular separations; coordinated standoff tracking; moving target groups; multiple unmanned aerial vehicles; nondeterministic polynomial-time hard problem; radial velocity; standoff orbit; target assignment; target clustering; vector field generation; vector field guidance approach; Acceleration; Convergence; Estimation; Land vehicles; Orbits; Sensors; Target tracking;
fLanguage :
English
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9251
Type :
jour
DOI :
10.1109/TAES.2015.140044
Filename :
7126199
Link To Document :
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