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New Results on Nonsynchronous-Observer-Based Output-Feedback Control of Fuzzy-Affine-Model-Based Discrete-Time Nonlinear Systems

Wenqiang Ji, Jianbin Qiu, Cheng Song, Yili Fu

2023IEEE Transactions on Fuzzy Systems24 citationsDOI

Abstract

This article investigates the nonsynchronous-observer -based output-feedback control of nonlinear systems by Takagi–Sugeno fuzzy affine models. In order to estimate the unmeasurable system states and handle the nonsynchronization issue of premise variables between the observer/controller and the original system, a new nonsynchronous piecewise fuzzy affine observer is first synthesized to estimate the unmeasurable system state variables. Via utilizing some elegant matrix inequalities with convexification techniques, new observer-based piecewise output-feedback controller design results are proposed within the framework of piecewise quadratic Lyapunov functions. Simulation studies are given to illustrate the validity of the developed approach.

Topics & Concepts

Control theory (sociology)Observer (physics)MathematicsFuzzy control systemFuzzy logicAffine transformationController (irrigation)Nonlinear systemPiecewiseState observerLyapunov functionQuadratic equationComputer scienceControl (management)Artificial intelligenceAgronomyPure mathematicsMathematical analysisPhysicsGeometryQuantum mechanicsBiologyStability and Control of Uncertain SystemsNeural Networks Stability and SynchronizationControl and Stability of Dynamical Systems
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