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General and Less Conservative Criteria on Stability and Stabilization of T–S Fuzzy Systems With Time-Varying Delay

Tian-Shun Peng, Hong‐Bing Zeng, Wei Wang, Xian‐Ming Zhang, Xinge Liu

2022IEEE Transactions on Fuzzy Systems73 citationsDOI

Abstract

This article deals with the problem of stability and stabilization of Takagi–Sugeno (T–S) fuzzy systems with time-varying delay. First, a novel Lyapunov–Krasovskii functional is constructed, which is dependent on membership functions and takes more information on the time-varying delay into account. Next, based on an <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"><tex-math notation="LaTeX">$N$</tex-math></inline-formula> -order free-matrix-based integral inequality and a switching method, a cluster of criteria on the stability and stabilization are obtained for the closed-loop system connected with switching state-feedback controllers. Then, a parameter tuning method and an iterative algorithm are devised to calculate control gains. Finally, three numerical examples including the truck-trailer system are given to show that the proposed criteria can offer less conservative results than some existing ones.

Topics & Concepts

Stability (learning theory)MathematicsControl theory (sociology)Fuzzy control systemFuzzy logicController (irrigation)State (computer science)Mathematical optimizationComputer scienceControl (management)AlgorithmArtificial intelligenceAgronomyMachine learningBiologyStability and Control of Uncertain SystemsElasticity and Wave PropagationNeural Networks Stability and Synchronization