Novel Adaptive Finite-Time Control of Teleoperation System With Time-Varying Delays and Input Saturation

被引:39
|
作者
Zhang, Haochen [1 ,2 ]
Song, Aiguo [1 ]
Li, Huijun [1 ]
Shen, Shaobo [1 ]
机构
[1] Southeast Univ, Sch Instrument Sci & Engn, Jiangsu Key Lab Remote Measurement & Control, State Key Lab Bioelect, Nanjing 210096, Peoples R China
[2] Lanzhou Univ Technol, Coll Elect & Informat Engn, Lanzhou 730050, Peoples R China
基金
中国国家自然科学基金;
关键词
Actuators; Delay effects; Manipulator dynamics; Delays; Stability criteria; Adaptive finite-time control; auxiliary compensation filter; radial basis function (RBF) neural network; teleoperation; time-varying delay; BILATERAL TELEOPERATION; SYNCHRONIZATION CONTROL; NONLINEAR TELEOPERATORS; SANDWICH LINEARITY; MANIPULATORS; STABILITY; POSITION; DESIGN;
D O I
10.1109/TCYB.2019.2924446
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, two novel adaptive finite-time control schemes are proposed for position tracking of nonlinear teleoperation system, which dynamic uncertainties, actuator saturation, and time-varying communication delays are considered. First, a novel auxiliary variable is designed to provide more stable performance. The radial basis function (RBF) neural network is introduced to estimate dynamic uncertainties. Second, two adaptive finite-time control schemes are investigated. In control scheme I, the RBF neural network and the gain switching strategy are applied to compensate the actuator saturation. In control scheme II, an auxiliary compensation filter and the compensation adaptive update laws, which contain the finite-time structure, are developed for dealing with saturation. Third, the finite-time adaptive controller is designed in each of these two control schemes. Based on the multiple Lyapunov function method, the closed-loop teleoperation system with these two control methods is proved to be bounded and finite-time stability. Finally, the simulation experiments are performed and the comparisons with other control methods are shown. The effectiveness of the proposed control schemes is demonstrated.
引用
收藏
页码:3724 / 3737
页数:14
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