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Finite‐time functional interval observer for linear systems with uncertainties

Long‐Wen Liu, Wei Xie, Awais Gul Khan, Lang‐wen Zhang

2020IET Control Theory and Applications15 citationsDOIOpen Access PDF

Abstract

This study investigates the problem of designing a finite‐time functional interval observer (FTFIO) for linear systems with uncertainties. A novel structure is proposed to design an FTFIO for uncertain systems. Based on the proposed structure, the sufficient conditions for the existence of such a finite‐time observer are established as a set of coefficient matrix equations with a constraint matrix. Meanwhile, using the obtained existence conditions, the parametric expression of an FTFIO is developed by adopting the solutions to a type of first‐order Sylvester equations, which provides extra degrees of freedom. Finally, the FTFIO design method is efficiently applied to the estimation problem in two examples, including the simple numerical system and chaotic system.

Topics & Concepts

Control theory (sociology)Observer (physics)Parametric statisticsMathematicsCoefficient matrixLinear systemMatrix (chemical analysis)Degrees of freedom (physics and chemistry)Interval (graph theory)Constraint (computer-aided design)Mathematical optimizationApplied mathematicsComputer scienceMathematical analysisEigenvalues and eigenvectorsPhysicsCombinatoricsArtificial intelligenceQuantum mechanicsComposite materialMaterials scienceGeometryControl (management)StatisticsStability and Control of Uncertain SystemsAdaptive Control of Nonlinear SystemsControl Systems and Identification