학술논문

Robust Observer-Based Visual Servo Control for Quadrotors Tracking Unknown Moving Targets
Document Type
Periodical
Source
IEEE/ASME Transactions on Mechatronics IEEE/ASME Trans. Mechatron. Mechatronics, IEEE/ASME Transactions on. 28(3):1268-1279 Jun, 2023
Subject
Power, Energy and Industry Applications
Components, Circuits, Devices and Systems
Target tracking
Observers
Cameras
Visualization
Robustness
Nonlinear dynamical systems
Visual servoing
Disturbance observer
image-based visual servoing (IBVS)
nonlinear control
quadrotor system
target tracking
Language
ISSN
1083-4435
1941-014X
Abstract
This article addresses the image-based control problem of a quadrotor for tracking an unknown moving target under external disturbances. Based on the continuous observer design, a constructive image-based visual servoing (IBVS) geometric tracking control strategy is proposed and utilized. First, a higher order sliding mode observer is designed based on image dynamics for continuous estimation of unmeasurable linear velocities and time-varying disturbances. Furthermore, exploiting the linear quadratic regulator optimal design method, an outer loop IBVS controller is proposed such that the position of the quadrotor converges to the desired tracking pattern. Next, an inner loop geometric controller is designed using Lie algebra functions to regulate the attitudes. Based on the Lyapunov stability theory, it is rigorously proven that the proposed IBVS geometric controller achieves asymptotic stability. Finally, the effectiveness and robustness of the proposed approach against uncertain targets, time-varying disturbances, and large initial inclination angles are demonstrated through numerical simulations and experiments.