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Automatic Control for Time Delay Markov Jump Systems under Polytopic Uncertainties

Khalid A. Alattas, Ardashir Mohammadzadeh, Saleh Mobayen, Hala M. Abo-Dief, ‏Abdullah K. Alanazi, Mai The Vu, Arthur Chang

2022Mathematics15 citationsDOIOpen Access PDF

Abstract

The Markov jump systems (MJSs) are a special case of parametric switching system. However, we know that time delay inevitably exists in many practical systems, and is known as the main source of efficiency reduction, and even instability. In this paper, the stochastic stable control design is discussed for time delay MJSs. In this regard, first, the problem of modeling of MJSs and their stability analysis using Lyapunov-Krasovsky functions is studied. Then, a state-feedback controller (SFC) is designed and its stability is proved on the basis of the Lyapunov theorem and linear matrix inequalities (LMIs), in the presence of polytopic uncertainties and time delays. Finally, by various simulations, the accuracy and efficiency of the proposed methods for robust stabilization of MJSs are demonstrated.

Topics & Concepts

Control theory (sociology)Parametric statisticsJumpStability (learning theory)Lyapunov functionLinear matrix inequalityMarkov chainReduction (mathematics)State (computer science)Computer scienceMathematicsControl (management)Mathematical optimizationNonlinear systemAlgorithmPhysicsQuantum mechanicsArtificial intelligenceStatisticsMachine learningGeometryStability and Control of Uncertain SystemsNeural Networks Stability and SynchronizationFault Detection and Control Systems
Automatic Control for Time Delay Markov Jump Systems under Polytopic Uncertainties | Litcius