Approximation-based adaptive fuzzy tracking control for a class of switched nonlinear pure-feedback systems

被引:13
|
作者
Xi, Changjiang [1 ]
Zhai, Ding [1 ]
Dong, Jiuxiang [2 ]
Zhang, Qingling [1 ]
机构
[1] Northeastern Univ, Coll Sci, Shenyang, Liaoning, Peoples R China
[2] Northeastern Univ, Coll Informat Sci & Engn, Shenyang, Liaoning, Peoples R China
关键词
Adaptive tracking control; switched nonlinear pure-feedback systems; arbitrary switching; the backstepping technique; DYNAMIC SURFACE CONTROL; FAULT-TOLERANT CONTROL; AVERAGE DWELL TIME; LINEAR-SYSTEMS; NEURAL-CONTROL; DELAY; STABILIZATION; PERFORMANCE; DESIGN;
D O I
10.1080/00207721.2017.1322641
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, the problem of adaptive fuzzy tracking control is investigated for switched nonlinear pure-feedback systems under arbitrary switching. By utilising mean value theorem, the considered pure-feedback systems are transformed into a class of switched nonlinear strict-feedback systems. Compared with the existing results, a priori knowledge of control directions is not required. On the other hand, differing from the existing literatures, the piecewise switched adaptive laws are designed to replace the common adaptive laws, which can reduce the conservativeness. Furthermore, the difficulties from how to deal with the unknown control directions and design common virtual control are overcome. Based on the backstepping technique and the common Lyapunov functions, an adaptive fuzzy control scheme is developed to guarantee that all the signals in the closed-loop system are semi-globally uniformly ultimately bounded with the tracking error converging to a neighbourhood of the origin. Simulation results are provided to demonstrate the effectiveness of the proposed techniques.
引用
收藏
页码:2463 / 2472
页数:10
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