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H∞ control for discrete-time IT2 fuzzy system with infinite distributed-delay via adaptive event-triggered scheme and its application.
- Source :
-
Iranian Journal of Fuzzy Systems . 2024, Vol. 21 Issue 1, p83-101. 19p. - Publication Year :
- 2024
-
Abstract
- This article investigates the H∞ control problem for discrete-time interval type-2 (IT2) fuzzy systems with infinite distributed delay via an adaptive event-triggered scheme. The IT2 T-S fuzzy system, which is a development over the (type-1) T-S fuzzy system, has greater effectiveness for the expression of system uncertainty, which will improve the difficulty of analysis. Our main goal is to make more efficient use of network resources by developing an adaptive eventtriggered controller for interval type-2 fuzzy systems. In contrast to the traditional triggering method, an adaptive event-triggered technique is proposed to improve bandwidth consumption and network control performance. The triggering function’s parameters are based on an adaptive law. Moreover, employing the Lyapunov functional method, the resultant criterion gives sufficient conditions to guarantee that discrete time IT2 fuzzy systems are mean-square exponentially stable with a H∞ performance. Finally, a single-link robot arm model and a DC motor are employed to show the usefulness and efficiency of the obtained theoretical results. [ABSTRACT FROM AUTHOR]
- Subjects :
- *FUZZY systems
*ADAPTIVE fuzzy control
*NETWORK performance
Subjects
Details
- Language :
- English
- ISSN :
- 17350654
- Volume :
- 21
- Issue :
- 1
- Database :
- Academic Search Index
- Journal :
- Iranian Journal of Fuzzy Systems
- Publication Type :
- Academic Journal
- Accession number :
- 175657767
- Full Text :
- https://doi.org/10.22111/IJFS.2023.43679.7686