A Multi-UAV Coordination Scheme for Tracking Control of Multiple Moving Target Objects

This paper proposes a coordination scheme for multiple unmanned aerial vehicle (multi-UAV) in tracking and monitoring multiple moving vessel objects in maritime patrol operations. In the proposed method, each UAV is assumed to have optical sensors which can measure its distances to moving target vessels. These measurements are processed to obtain estimates of the targets' positions, which then subsequently used to construct convex hulls that cover all detected targets. The multi-UAV tracker system then generates spatio-temporal path curves using cycloid-type trajectories with a formation geometry that is adapted to the convex hulls of the target vessels. A distributed extended Kalman filter which combines state estimates from different trackers is also used to improve the estimation accuracy of the target positions. A distributed control law is proposed to maintain the tracker-target's relative geometry which capture accurate tracking of moving target vessels. Simulation results are presented to illustrate the proposed schemes' effective performance.

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Publication Details

Published
2024-11-19
DOI
https://doi.org/10.1109/icsmech62936.2024.10812277
Citations
1
Primary Topic
Aerospace Engineering and Control Systems
Type
article
Field-Weighted Citation Impact
1.30
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article

A Multi-UAV Coordination Scheme for Tracking Control of Multiple Moving Target Objects

Yul Yunazwin Nazaruddin, Tua A. Tamba, Vebi Nadhira, Immanuel R. Santjoko
1 citations
Aerospace Engineering and Control Systems
1.30
article

A Multi-UAV Coordination Scheme for Tracking Control of Multiple Moving Target Objects

Yul Yunazwin Nazaruddin, Tua A. Tamba, Vebi Nadhira, Immanuel R. Santjoko
article en
1 citations

Abstract

This paper proposes a coordination scheme for multiple unmanned aerial vehicle (multi-UAV) in tracking and monitoring multiple moving vessel objects in maritime patrol operations. In the proposed method, each UAV is assumed to have optical sensors which can measure its distances to moving target vessels. These measurements are processed to obtain estimates of the targets' positions, which then subsequently used to construct convex hulls that cover all detected targets. The multi-UAV tracker system then generates spatio-temporal path curves using cycloid-type trajectories with a formation geometry that is adapted to the convex hulls of the target vessels. A distributed extended Kalman filter which combines state estimates from different trackers is also used to improve the estimation accuracy of the target positions. A distributed control law is proposed to maintain the tracker-target's relative geometry which capture accurate tracking of moving target vessels. Simulation results are presented to illustrate the proposed schemes' effective performance.

Bandung Institute of Technology (ID), Parahyangan Catholic University (ID)
Openalex Percentile: Top 11%
Aerospace Engineering and Control Systems
1.30
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