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The issues of mean-square finite-time stability analysis and state estimator design for stochastic switched delayed neural networks are investigated in this paper. A stability criterion with average dwell time constraint is proposed, such that the mean-square value of state is not larger than a prescribed threshold during a given time interval. Then, a state estimator, which ensures mean-square finite-time...
This paper proposes the sufficient synchronization criteria for master and slave hyperbolic-type generalized Lorenz systems via linear state error feedback control. An algebraic synchronization criterion for the linear diagonal controller is derived and optimized. The effectiveness of the optimized criterion is verified by numerical example.
This paper investigates Hinfin guaranteed cost control for a class of Ito-type stochastic systems with time delays and nonlinear perturbations. Based on Lyapunov-Krasovskii method, a state-feedback guaranteed cost controller is proposed. The designed controller guarantees the resulting closed-loop system is stochastically exponentially mean-square stable with a prescribed Hinfin disturbance attenuation...
This paper considers the problem of delay-dependent control for a class of Ito stochastic time-delay systems with nonlinear perturbations. A stochastic integral inequality, which reduces to a deterministic one if there is no stochastic perturbation, is developed. Based on this integral inequality, a delay-dependent sufficient condition for the existence of the desired controller is presented in terms...
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