Image-Based Visual Servo Tracking Control of a Ground Moving Target for a Fixed-Wing Unmanned Aerial Vehicle

This paper proposes a new control method for the ground moving target tracking problem by a fixed-wing unmanned aerial vehicle (UAV) with a monocular pan-tilt camera. By utilizing the image-based visual servoing, the control law can be directly designed in the image plane, thereby avoiding errors ca...

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Veröffentlicht in:Journal of intelligent & robotic systems 2021-08, Vol.102 (4), Article 81
Hauptverfasser: Yang, Lingjie, Liu, Zhihong, Wang, Xiangke, Yu, Xianguo, Wang, Guanzheng, Shen, Lincheng
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Sprache:eng
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Zusammenfassung:This paper proposes a new control method for the ground moving target tracking problem by a fixed-wing unmanned aerial vehicle (UAV) with a monocular pan-tilt camera. By utilizing the image-based visual servoing, the control law can be directly designed in the image plane, thereby avoiding errors caused by the 3D position calculation. Based on that, we design a control framework to integrate the control of the UAV and the pan-tilt, which enables the UAV to track the target while maintaining the feature point near the image center. Furthermore, considering that the low-cost pan-tilt camera we use has restricted characteristics, we present a deterministic finite automata model to transit the states of tracking when the pan-tilt attitude reaches saturation, thereby improving the tracking ability of the UAV for the moving target. The stability proof of the controller is given, and extensive experiments of hardware-in-the-loop (HIL) simulation and real flights are provided. The results show that the proposed method can achieve continuous robust tracking of the ground moving target.
ISSN:0921-0296
1573-0409
DOI:10.1007/s10846-021-01425-y