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Asynchronous Guaranteed Cost Control of 2-D Markov Jump Roesser Systems

Zheng‐Guang Wu, Yue-Yue Tao

2021IEEE Transactions on Cybernetics32 citationsDOI

Abstract

This article is concerned with the problem of guaranteed cost control for 2-D Markov jump Roesser systems with mismatched modes. The hidden Markov model is introduced to describe the asynchronous phenomenon caused by mismatched modes, and an asynchronous linear state-feedback control law is designed based on this model. With the help of the 2-D Lyapunov function and linear matrix inequality (LMI) techniques, sufficient conditions are established to ensure the asymptotic stability of the concerned system with a bound of the predefined guaranteed cost under three different boundary conditions, respectively. Finally, an algorithm that concludes the design processes of the optimal asynchronous guaranteed cost control law is proposed, and a numerical example is provided to verify its effectiveness.

Topics & Concepts

Asynchronous communicationLyapunov functionControl theory (sociology)Linear matrix inequalityBoundary (topology)MathematicsMathematical optimizationExponential stabilityMarkov chainState (computer science)Markov processControl (management)Computer scienceNonlinear systemAlgorithmArtificial intelligenceComputer networkMathematical analysisPhysicsQuantum mechanicsStatisticsStability and Control of Uncertain SystemsFault Detection and Control SystemsControl Systems and Identification