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A Generalized System Approach to Intermittent Nonfragile Control of Stochastic Neutral Time-Varying Delay Systems

Kui Ding, Quanxin Zhu, Haidan Li

2020IEEE Transactions on Systems Man and Cybernetics Systems36 citationsDOI

Abstract

This article focuses on the intermittent nonfragile control problem for a class of stochastic neutral-type time-varying delay systems with randomly occurring uncertainties. First, the problem is transformed into the intermittent stabilization problem of generalized systems by variable substitution. Second, based on the dynamic characteristics of the intermittent controlled generalized systems, the time-dependent switching Lyapunov functional is introduced, and the convex combination technique is applied to provide sufficient conditions for the stability of the systems. Then, it is proved that the conditions can be transformed into a feasible solution of a group of linear matrix inequalities. Finally, several numerical examples are provided to verify the effectiveness and advantages of the proposed method.

Topics & Concepts

Control theory (sociology)MathematicsLinear matrix inequalityStability (learning theory)Lyapunov functionRegular polygonMathematical optimizationControl (management)Computer scienceNonlinear systemMachine learningGeometryPhysicsArtificial intelligenceQuantum mechanicsStability and Control of Uncertain SystemsNeural Networks Stability and SynchronizationMatrix Theory and Algorithms
A Generalized System Approach to Intermittent Nonfragile Control of Stochastic Neutral Time-Varying Delay Systems | Litcius