Fuzzy-Model-Based Robust H∞ Design of Nonlinear Packetized Networked Control Systems

被引:11
|
作者
Tang, Bin [1 ]
Peng, Shiguo [1 ]
Zhang, Yun [1 ]
机构
[1] Guangdong Univ Technol, Sch Automat, Guangzhou 510006, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
Delay-distribution approach; packetized networked control system; Takagi-Sugeno fuzzy model; STABILITY ANALYSIS; INPUT DELAY; STABILIZATION;
D O I
10.1109/TFUZZ.2015.2459762
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper is concerned with the fuzzy-model-based robust H-infinity design of a nonlinear packetized networked control system with time-varying transmission delays and transmission intervals based on a delay-distribution approach combined with an improved Lyapunov-Krasovskii method. By the delay-distribution approach, the real-time distribution of input delays is described as a dependent and nonidentically distributed process, and the nonlinear packetized networked control system is modeled as a novel randomly switched Takagi-Sugeno fuzzy system with multiple uncertain input-delay subsystems. The improved Lyapunov-Krasovskii method is proposed to more rationally exploit the real-time distribution of input delays and the synchronous membership functions of the Takagi-Sugeno fuzzy models of the plant and the packetized parallel distributed compensation scheme. New delay-distribution-dependent sufficient conditions are derived for the deterministic robust exponential stability and H-infinity performance of the overall system. The resulting controller design method of the packetized parallel distributed compensation scheme is equivalent to an iterative linear optimization algorithm with linear matrix inequality constraints. Detailed numerical examples are presented to substantiate the effectiveness and advantage of our theoretical results.
引用
收藏
页码:544 / 557
页数:14
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