Backstepping-Based Controller Design for Uncertain Switched High-Order Nonlinear Systems via PI Compensation

被引:3
|
作者
Xu, Ning [1 ]
Chen, Yun [1 ]
Xue, Anke [1 ]
Wang, Huanqing [2 ,3 ]
Zhao, Xudong [4 ]
机构
[1] Hangzhou Dianzi Univ, Inst Informat & Control, Hangzhou 310018, Peoples R China
[2] Bohai Univ, Coll Math & Phys, Jinzhou 121013, Liaoning, Peoples R China
[3] Bohai Univ, Automat Res Inst, Jinzhou 121013, Liaoning, Peoples R China
[4] Dalian Univ Technol, Fac Elect Informat & Elect Engn, Dalian 116024, Peoples R China
来源
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS | 2022年 / 52卷 / 12期
基金
中国国家自然科学基金;
关键词
Switches; Nonlinear systems; Backstepping; Artificial neural networks; Target tracking; Lyapunov methods; Asymptotic stability; Adaptive control; high-order nonlinear systems; neural networks (NNs); nonsmooth Lyapunov function; ADAPTIVE TRACKING CONTROL; DYNAMIC SURFACE CONTROL; NEURAL-NETWORK CONTROL; NN CONTROL; STABILIZATION; STATE; FORM;
D O I
10.1109/TSMC.2022.3164893
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 article presents an effective method to address the tracking control problem arising in uncertain switched high-order nonlinear system in strict-feedback form. The system under consideration contains unknown functions, which causally make the asymptotic tracking performance difficult to be achieved. By adopting the adding a power integrator approach in the framework of backstepping, a novel tracking controller is developed to guarantee an asymptotic tracking performance in the presence of the approximation error cased by neural networks (NNs) under arbitrary switching. The main contributions lie in: 1) the article for the first time embeds the backstepping technique in designing a kind of discontinuous controller with proportional integral (PI) compensation and 2) with the help of Filippov's theory, a new defined system described by differential inclusions can be first obtained by taking some transformations, and then a novel nonsmooth Lyapunov function approach along with its upper right Dini derivative technique is applied to complete the construction of the discontinuous controller. Finally, two simulation examples are exhibited to verify the validity of the proposed design techniques.
引用
收藏
页码:7810 / 7820
页数:11
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