Adaptive fuzzy control of MIMO nonstrict-feedback nonlinear systems with fuzzy dead zones and time delays

被引:13
|
作者
Su, Hang [1 ]
Zhang, Weihai [1 ]
机构
[1] Shandong Univ Sci & Technol, Coll Elect Engn & Automat, Qingdao 266590, Shandong, Peoples R China
基金
中国国家自然科学基金;
关键词
Adaptive fuzzy control; Nonstrict-feedback systems; Backstepping; Dynamic surface control; DYNAMIC SURFACE CONTROL; TRACKING CONTROL;
D O I
10.1007/s11071-018-4645-8
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
This paper addresses an adaptive fuzzy control for a class of multi-input and multi-output nonlinear nonstrict-feedback systems with fuzzy dead zones, time delays and immeasurable states. Combining backstepping technique with dynamic surface control, only one adaptive law is required for each subsystem, and the whole design procedure is simplified. Compared with the existing researches on multi-input and multi-output nonlinear systems, the main contributions of this paper lie in that the dead zone models of the developed nonlinear system are fuzzy and uncertain, and the systems under consideration are more general. The designed controller not only guarantees that the given target signals can be tracked within small errors, but also guarantees the boundedness of all the signals in the closed-loop system. Finally, simulation results are depicted to demonstrate the effectiveness of our proposed control algorithm.
引用
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页码:1565 / 1583
页数:19
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