共 46 条
Disturbance-Observer-Based Adaptive Fuzzy Control for Strict-Feedback Switched Nonlinear Systems With Input Delay
被引:31
作者:
Zhang, Qiang
[1
]
He, Dakuo
[1
]
机构:
[1] Northeastern Univ, Coll Informat Sci & Engn, Shenyang 110819, Peoples R China
基金:
中国国家自然科学基金;
关键词:
Switches;
Delays;
Nonlinear systems;
Adaptive systems;
Disturbance observers;
Switched systems;
Adaptive fuzzy control;
arbitrary switching;
dynamic surface control (DSC);
input delay;
piecewise switched nonlinear disturbance observer (NDO);
DYNAMIC SURFACE CONTROL;
SLIDING MODE CONTROL;
TRACKING CONTROL;
NEURAL-CONTROL;
CONTROL DESIGN;
STABILIZATION;
D O I:
10.1109/TFUZZ.2020.2989265
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 article, the problem of disturbance-observer-based adaptive fuzzy control is investigated for a class of strict-feedback switched nonlinear systems under arbitrary switching. Compared with existing results, a main contribution of this article is to design a piecewise switched nonlinear disturbance observer (NDO) for arbitrary switching systems to estimate unknown compound disturbances, which consist of external disturbances and approximate errors. Different from the common adaptive laws, the piecewise switched adaptive laws are designed, which reduces the conservativeness of controller design. In order to solve the difficulties caused by input delay and computational complexity, the Pade approximation and dynamic surface control technology are introduced, respectively. By utilizing the adaptive backstepping technique and the Lyapunov stability theorem, a novel controller based on the piecewise switched NDO is developed. It is proved that all the signals of the closed-loop systems are semiglobally uniformly ultimately bounded. The disturbance estimation errors and the tracking errors converge on a small neighborhood of the origin. Simulation results are provided to demonstrate the effectiveness of the proposed method.
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页码:1942 / 1952
页数:11
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