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Interval Type-2 Fuzzy Sampled-Data H∞ Control Under Stochastic Communication.

Authors :
Qu, Zifang
Du, Zhenbin
Source :
International Journal of Fuzzy Systems; Oct2021, Vol. 23 Issue 7, p2132-2143, 12p
Publication Year :
2021

Abstract

The manuscript focuses on the interval type-2 (IT2) fuzzy sampled-data H<subscript>∞</subscript> control problem for nonlinear systems with parameter uncertainties and random communication. Nonlinear systems are constructed as Takagi–Sugeno (T–S) fuzzy form, and the parameter uncertainties are represented by employing the membership functions. A reliable controller is designed, based on which the fuzzy closed-loop system is stable and the H<subscript>∞</subscript>index is satisfied. In the analysis, the free-weighting matrices and the slack ones are introduced, and the mathematical expectation and the linear matrix inequalities (LMIs) are used. Furthermore, by taking the inverted pendulum system as an example, the superiority and applicability of the control strategy are demonstrated. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
15622479
Volume :
23
Issue :
7
Database :
Supplemental Index
Journal :
International Journal of Fuzzy Systems
Publication Type :
Academic Journal
Accession number :
153122876
Full Text :
https://doi.org/10.1007/s40815-021-01082-1