The University of Southampton
×
Filter your search:
University of Southampton Institutional Repository

Piecewise Lyapunov Stability Conditions of Fuzzy Systems

Piecewise Lyapunov Stability Conditions of Fuzzy Systems
Piecewise Lyapunov Stability Conditions of Fuzzy Systems
In this paper we address the stability of a class of nonlinear fuzzy systems that can be decomposed into a set of local models characterised as Takagi-Sugeno models. This new approach includes a consideration of the input membership functions, via this 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.
259-262
Ming, Feng
124509f7-e048-4ca7-8b3a-b710b4337478
J., Harris C.
c4fd3763-7b3f-4db1-9ca3-5501080f797a
Ming, Feng
124509f7-e048-4ca7-8b3a-b710b4337478
J., Harris C.
c4fd3763-7b3f-4db1-9ca3-5501080f797a

Ming, Feng and J., Harris C. (2001) Piecewise Lyapunov Stability Conditions of Fuzzy Systems. IEEE Transactions on SMC, 31 (2), 259-262.

Record type: Article

Abstract

In this paper we address the stability of a class of nonlinear fuzzy systems that can be decomposed into a set of local models characterised as Takagi-Sugeno models. This new approach includes a consideration of the input membership functions, via this 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.

This record has no associated files available for download.

More information

Published date: 2001
Organisations: Southampton Wireless Group
Learn more about Southampton Wireless Group research

Identifiers

Local EPrints ID: 252908
URI: http://eprints.soton.ac.uk/id/eprint/252908
PURE UUID: 3fad5250-5292-4fff-b2db-e58608a03381

Catalogue record

Date deposited: 20 Jun 2001
Last modified: 08 Jan 2022 02:39

Export record

Contributors

Author: Feng Ming
Author: Harris C. J.

Download statistics

Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.

View more statistics

Library staff additional information
Atom RSS 1.0 RSS 2.0

Contact ePrints Soton: eprints@soton.ac.uk

ePrints Soton supports OAI 2.0 with a base URL of http://eprints.soton.ac.uk/cgi/oai2

This repository has been built using EPrints software, developed at the University of Southampton, but available to everyone to use.

We use cookies to ensure that we give you the best experience on our website. If you continue without changing your settings, we will assume that you are happy to receive cookies on the University of Southampton website.

×