State Feedback Control for Interval Type-2 Fuzzy Systems With Time-Varying Delay and Unreliable Communication Links

This study explores the stabilization problem of nonlinear systems subject to parameter uncertainties, time-varying delay, and data-packet dropouts. An interval type-2 Takagi-Sugenofuzzy model is employed to represent nonlinear systems subject to parameter uncertainties. The lower and upper membersh...

Full description

Saved in:
Bibliographic Details
Published inIEEE transactions on fuzzy systems Vol. 26; no. 2; pp. 951 - 966
Main Authors Zhao, Tao, Dian, Songyi
Format Journal Article
LanguageEnglish
Published IEEE 01.04.2018
Subjects
Communication link
Delays
Fuzzy systems
interval type-2 (IT2) T–S fuzzy systems
Linear matrix inequalities
Nonlinear systems
Stability analysis
time delay
Time-varying systems
Uncertain systems
Online AccessGet full text

Cover

More Information
Summary:This study explores the stabilization problem of nonlinear systems subject to parameter uncertainties, time-varying delay, and data-packet dropouts. An interval type-2 Takagi-Sugenofuzzy model is employed to represent nonlinear systems subject to parameter uncertainties. The lower and upper membership functions of the system enable parameter uncertainties to be captured effectively. To enhance the flexibility of design, the proposed state feedback controller does not share the premise membership functions of the model. Unlike the majority of existing results, the present study simultaneously considers parameter uncertainties, time-varying delay, and data-packet dropouts in nonlinear control systems. A novel finite-sum inequality that includes well-known inequalities as special cases, is developed to derive new stability conditions in the form of linear matrix inequalities. Several examples of simulation are used to demonstrate the effectiveness of the proposed approach.
ISSN:1063-6706
1941-0034
DOI:10.1109/TFUZZ.2017.2699947