Robust Vision-Based Control of a Rotorcraft UAV for Uncooperative Target Tracking

Author:

Zhang Shijie,Zhao XiangtianORCID,Zhou Botian

Abstract

This paper investigates the problem of using an unmanned aerial vehicle (UAV) to track and hover above an uncooperative target, such as an unvisited area or an object that is newly discovered. A vision-based strategy integrating the metrology and the control is employed to achieve target tracking and hovering observation. First, by introducing a virtual camera frame, the reprojected image features can change independently of the rotational motion of the vehicle. The image centroid and an optimal observation area on the virtual image plane are exploited to regulate the relative horizontal and vertical distance. Then, the optic flow and gyro measurements are utilized to estimate the relative UAV-to-target velocity. Further, a gain-switching proportional-derivative (PD) control scheme is proposed to compensate for the external interference and model uncertainties. The closed-loop system is proven to be exponentially stable, based on the Lyapunov method. Finally, simulation results are presented to demonstrate the effectiveness of the proposed vision-based strategy in both hovering and tracking scenarios.

Publisher

MDPI AG

Subject

Electrical and Electronic Engineering,Biochemistry,Instrumentation,Atomic and Molecular Physics, and Optics,Analytical Chemistry

Cited by 7 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Advanced Machine Learning Detection using UAV Motion Tracking and Control;2023 International Conference on Distributed Computing and Electrical Circuits and Electronics (ICDCECE);2023-04-29

2. Robust Vision-Based Sliding Mode Control for Uncooperative Ground Target Searching and Tracking by Quadrotor;Unmanned Systems;2023-03-10

3. Robust Uncooperative Ground Target Surveillance using Vision-Based Sliding Mode Control of Quadrotor UAV;IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society;2022-10-17

4. Long-term visual tracking algorithm for UAVs based on kernel correlation filtering and SURF features;The Visual Computer;2022-01-22

5. Vision-based Sliding Mode Control with Exponential Reaching Law for Uncooperative Ground Target Searching and Tracking by Quadcopter;Proceedings of the 19th International Conference on Informatics in Control, Automation and Robotics;2022

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