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Lyapunov Matrix-Based Method to Guaranteed Cost Control for A Class of Delayed Continuous-Time Nonlinear Systems

Xin Yang, Yantao Wang, Xian Zhang

2020IEEE Transactions on Systems Man and Cybernetics Systems22 citationsDOI

Abstract

This article involves the problems of stabilization and guaranteed cost control for a class of delayed continuous-time nonlinear systems. The sufficient conditions for the existence of stabilization controllers and guaranteed cost controllers are investigated by constructing a new Lyapunov matrix-based Lyapunov–Krasovskii functional. These conditions can be easily verified by using standard compute software (e.g., the toolbox YALMIP of MATLAB), since they are expressed as simple linear matrix inequalities. Furthermore, the feasible solutions of these linear matrix inequalities are used to describe the explicit forms of stabilization controllers and guaranteed cost controllers. Finally, the validity of the proposed Lyapunov matrix-based LKF method is tested by two numerical examples.

Topics & Concepts

Control theory (sociology)Lyapunov functionMatrix (chemical analysis)MATLABMathematicsNonlinear systemLinear matrix inequalitySimple (philosophy)Class (philosophy)Computer scienceMathematical optimizationControl (management)Quantum mechanicsOperating systemArtificial intelligenceMaterials scienceComposite materialEpistemologyPhilosophyPhysicsStability and Control of Uncertain SystemsControl and Stability of Dynamical SystemsElasticity and Wave Propagation
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