Piecewise Lyapunov stability conditions of fuzzy systems

被引：42

作者：

Feng, M ^{[1
]}

Harris, CJ ^{[1
]}

机构：

[1] Univ Southampton, Dept Elect & Comp Sci, Image Speech & Intelligent Syst Res Grp, Southampton SO17 1BJ, Hants, England

来源：

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS | 2001年 / 31卷 / 02期

关键词：

fuzzy systems; stability;

D O I：

10.1109/3477.915350

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In this paper we address the stability of a class of nonlinear fuzzy systems that can be decomposed into a set of local models characterized as Takagi-Sugeno models. This new approach includes a consideration of the input membership functions. Via this approach, a reduction in the number of candidate Lyapunov functions and associated linear matrix inequalities (LMIs) is produced. This approach significantly reduces the computational load associated with determining closed loop stability as the input dimension increases.

引用

页码：259 / 262

页数：4

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