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Asynchronous Boundary Stabilization of Stochastic Markov Jump Reaction-Diffusion Systems

Xin‐Xin Han, Kai‐Ning Wu, Yugang Niu

2021IEEE Transactions on Systems Man and Cybernetics Systems17 citationsDOI

Abstract

Dissipativity-based asynchronous boundary stabilization problem is addressed for stochastic Markov jump reaction-diffusion systems (SMJRDSs). In practical engineering, nonsynchronous behavior between system modes and controller modes is inevitable, and the incomplete matrix information makes the problem analysis difficult, so this work considers the asynchronous stabilization. Different from the distributed control, we apply a simple boundary control strategy, which greatly reduces the cost of the control design. Note that three issues need to be addressed: 1) how to model the asynchronous behavior? 2) how to design the asynchronous boundary controller? and 3) how to process the incomplete matrix information? We deal with these problems one by one. Based on a general hidden Markov model (HMM), an asynchronous boundary feedback controller is considered. Via the Wirtinger-type inequality, Schur complement technique, and transition matrix properties, sufficient conditions ensuring exponentially mean square stability and strictly <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$(W, P, R)-\alpha $ </tex-math></inline-formula> dissipativity are established, which covers several special cases. Finally, a numerical example is presented to illustrate the proposed control strategies.

Topics & Concepts

Asynchronous communicationBoundary (topology)Controller (irrigation)Computer scienceMarkov chainMarkov processControl theory (sociology)MathematicsMathematical optimizationApplied mathematicsControl (management)Mathematical analysisArtificial intelligenceStatisticsBiologyComputer networkAgronomyMachine learningStability and Controllability of Differential EquationsStability and Control of Uncertain SystemsNeural Networks Stability and Synchronization
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