Finite-Time Trajectory Tracking Control of Space Manipulator Under Actuator Saturation

被引:134
作者
Jia, Shiyuan [1 ]
Shan, Jinjun [1 ]
机构
[1] York Univ, Dept Earth & Space Sci & Engn, Toronto, ON M3J 1P3, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Manipulator dynamics; Aerospace electronics; Actuators; Adaptation models; Trajectory tracking; Actuator saturation; adaptive terminal sliding mode controller (TSMC); neural network (NN); space manipulator; trajectory tracking; SLIDING-MODE CONTROL; NEURAL-NETWORK CONTROL; ATTITUDE TRACKING; ROBOT; EQUATIONS;
D O I
10.1109/TIE.2019.2902789
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes a finite-time trajectory tracking controller for a space manipulator under model uncertainty, external disturbance, and actuator saturation. The dynamics of space manipulator is derived using Kanes method. Considering the model uncertainty that may exist when the manipulator captures an unknown payload, a radial basis function neural network (NN) is used to estimate the uncertain model of the space manipulator. An auxiliary system is designed to compensate the actuator saturation. Then a NN-based adaptive terminal sliding mode controller is proposed for trajectory tracking of a space manipulator. The stability of the proposed controller is analyzed using Lyapunov theory. Numerical simulations are conducted to verify the effectiveness of the proposed controller.
引用
收藏
页码:2086 / 2096
页数:11
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