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This brief deals with the estimator design problem for discrete-time switched neural networks with time-varying delay. One main problem is the asynchronous-mode switching between the neuron state and the estimator. Our goal is to design a mode-dependent estimator for the switched neural networks under average dwell time switching such that the estimation error system is exponentially stable with a...
This paper introduces the concept of Disturbance-Dwell-Time invariance (DDT-invariance) for constrained switching systems with additive disturbance under dwell-time switching. This concept is useful for the characterization of invariant sets for such systems. Necessary and sufficient conditions for DDT-invariance of a set are also provided and algorithms for the numerical computation of the minimal...
This paper introduces the concepts of Dwell-Time invariance (DT-invariance) and maximal constraint admissible DT-invariant set for discrete-time switching systems under dwell-time switching. Main contributions of this paper include a characterization for DT-invariance; a numerical computation of the maximal CADT-invariant set; a necessary and sufficient condition for asymptotic stability of the origin...
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