filtering for discrete‐time 2D T–S fuzzy systems with finite frequency disturbances
- Zhaoxia Duan,
- ,
- Jian Lu,
- Jinna Fu
- Hohai University,
- ,
- 28th Research Institute of China Electronics Technology Group Corporation
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
EnglishPages from-to (Number of pages)
Pages 1983-1994Journal (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
1751-8644External Publication IDs
- ORCID: /0000-0002-8215-4315/work/118801255
- Scopus: 85070998474
