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filtering for discrete‐time 2D T–S fuzzy systems with finite frequency disturbances

Research Output: Contribution to journal Article Peer-review

Abstract

This study investigates the filter design problem for two-dimensional (2D) discrete-time non-linear systems in Takagi–Sugeno (T–S) fuzzy model. The frequency of the exogenous disturbances is assumed to belong to a known finite frequency (FF) domain. An FF urn:x-wiley:17518644:media:cth2bf00489:cth2bf00489-math-0002 performance is defined for 2D discrete-time systems, which generalises the standard one and makes use of the frequency-domain characteristics of practical signals. By virtue of the defined FF urn:x-wiley:17518644:media:cth2bf00489:cth2bf00489-math-0003 performance, sufficient conditions are proposed for analysing the disturbance attenuation performance of the filtering error system. Efficient conditions are obtained to guarantee the existence of a filter and such that the error system is asymptotically stable with an FF urn:x-wiley:17518644:media:cth2bf00489:cth2bf00489-math-0004 performance index. A systematic filter design scheme is developed by converting the corresponding fuzzy filter design into a convex optimisation problem. Finally, a gas absorption system is employed to illustrate the validity of the proposed methods.

Publication Information

Output type

Research Output: Contribution to journal Article Peer-review

Original language

English

Pages from-to (Number of pages)

Pages 1983-1994

Journal (Volume, Issue Number)

IET Control Theory and Applications (Volume 13, Issue 13)

Publication milestones

  • Published - 31/07/2019

Publication status

Published - 31/07/2019

ISSN

1751-8644

External Publication IDs

  • ORCID: /0000-0002-8215-4315/work/118801255
  • Scopus: 85070998474