OBSERVER-BASED ADAPTIVE FUZZY BACKSTEPPING CONTROL FOR STRICT-FEEDBACK NONLINEAR SYSTEMS WITH UNKNOWN TIME DELAYS

被引:0
|
作者
Tong, Shaocheng [1 ]
Sheng, Ning [1 ]
Li, Yongming [1 ]
机构
[1] Liaoning Univ Technol, Dept Basic Math, Jinzhou 121001, Peoples R China
基金
中国国家自然科学基金;
关键词
Nonlinear time-delay systems; Fuzzy logic systems; State observer; Adaptive output feedback control; Backstepping design; Stability analysis; TRACKING CONTROL;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, an adaptive fuzzy backstepping control approach is developed for a class of nonlinear systems with unknown time delays and unmeasured states. By using fuzzy logic systems to approximate the unknown nonlinear functions, a fuzzy adaptive state observer is designed for estimating the unmeasured states. By combining the adaptive backstepping technique with adaptive fuzzy control design, an adaptive fuzzy output feedback backstepping control approach is developed. It is mathematically proved that the proposed adaptive fuzzy control approach is able to guarantee that all the signals of the closed-loop system are semiglobally uniformly ultimately bounded (SUUB) and that the tracking error converges to a small neighborhood of the origin by appropriate choice of the design parameters. Simulation results are provided to show the effectiveness of the proposed approach.
引用
收藏
页码:6949 / 6963
页数:15
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