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2014 | OriginalPaper | Chapter

Stability Analysis of T-S Fuzzy Systems with Knowledge on Membership Function Overlap

Author : Zhi-hong Miao

Published in: Fuzzy Information & Engineering and Operations Research & Management

Publisher: Springer Berlin Heidelberg

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Abstract

A new approach for reducing the conservativeness in stability analysis and design of continuous-time T-S fuzzy control systems is proposed in this paper. Based on a fuzzy Lyapunov function together with knowledge on membership function overlap, previous stability and stabilization conditions are relaxed by the proposed approach. Both the stability and the stabilization conditions are written as linear matrix inequality (LMI) problems. Two examples are given to illustrate the effectiveness of the proposed approach.

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Metadata
Title
Stability Analysis of T-S Fuzzy Systems with Knowledge on Membership Function Overlap
Author
Zhi-hong Miao
Copyright Year
2014
Publisher
Springer Berlin Heidelberg
Book
Fuzzy Information & Engineering and Operations Research & Management

Print ISBN: 978-3-642-38666-4

Electronic ISBN: 978-3-642-38667-1

Copyright Year: 2014

DOI
https://doi.org/10.1007/978-3-642-38667-1_54

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