Adaptive Fuzzy Output-Feedback Control for Switched Uncertain Nonlinear Systems With Full-State Constraints

被引:73
|
作者
Liu, Lei [1 ]
Chen, Aiqing [2 ]
Liu, Yan-Jun [1 ]
机构
[1] Liaoning Univ Technol, Coll Sci, Jinzhou 121001, Peoples R China
[2] South China Univ Technol, Sch Automat Sci & Engn, Guangzhou 510641, Peoples R China
基金
中国国家自然科学基金;
关键词
Switches; Observers; Nonlinear systems; Control systems; Switched systems; Adaptive control; Uncertainty; Full-state constraints; fuzzy state observer; output feedback; switched uncertain nonlinear systems; tangent barrier Lyapunov function (BLF-Tan); VARYING DELAY SYSTEMS; TRACKING CONTROL; NEURAL-NETWORK; PREDICTIVE CONTROL; STABILIZATION; MULTIMEDIA; ALGORITHM;
D O I
10.1109/TCYB.2021.3050510
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 investigates an adaptive fuzzy tracking control approach via output feedback for a class of switched uncertain nonlinear systems with full-state constraints under arbitrary switchings. The adaptive observer and controller are designed based on fuzzy approximation. The main characteristic of discussed systems is that the state variables are not available for measurement and need to be kept within the constraint set. In order to estimate the unmeasured states, the adaptive fuzzy state observer is constructed. To guarantee that all the states do not violate the time-varying bounds, the tangent barrier Lyapunov functions (BLF-Tans) are selected in the design procedure. Based on the common Lyapunov function method, the stability of considered systems is analyzed. It is demonstrated that all the signals in the resulting system are bounded, and all the states are limited in their constrained sets. Furthermore, the simulation example is used to validate the effectiveness of the presented control strategy.
引用
收藏
页码:7340 / 7351
页数:12
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