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This paper is concerned with the guaranteed cost filtering problem for discrete-time multi-layer neural networks with unideal measurements and time-varying delays. First, the innovative state space model of multi-layer neural networks can be described by the weighted-nonlinear function, which means that there have connections among neural layers. Then, the unideal measurements are made up by combination...
This paper investigates the problem of delay-range-dependent robust H∞ exponential filter design for uncertain stochastic delayed systems with Markovian switching and nonlinear disturbances. The system under consideration involves Markovian jump parameters, parameter uncertainties, Ito-type stochastic disturbances, nonlinearities as well as time-varying delays, which vary in a range and dependent...
The problem of delay-range-dependent robust Hinfin control for uncertain systems with time-varying delays and parameter uncertainties is investigated in this paper. The time delay is assumed to be a time-varying continuous function belonging to a given range. By introducing some free weighting matrices and by exploiting a novel Lyapunov-Krasovskii functional, which includes the information of the...
In networked systems, observation data transmitted to the estimator through limited bandwidth channels may be lost. In this paper, we study the robust Hinfin filtering problem for stochastic switch system with missing measurement, and give the way to choose switching strategy. The missing measurement is described by a binary switching sequence satisfying a conditional probability distribution. The...
In this paper, we deal with the problem of delay-range-dependent robust Hinfin filtering for uncertain linear systems with time-varying delays in a range, which are subject to norm-bounded parameter uncertainties. Both the state dynamics and measurement of the system are with time-varying delays belonging to a given range. The aim of this problem is to design a full-order linear filter, such that...
In this paper, the problem of designing a robust L2 - Linfin filter for networked control systems is investigated. A model is considered that take into account the network-induced delay and data dropout. Aim at the systems' uncertainty, the uncertainty correlated with the states of plant is joined. Through the approach of Lyapunov-Krasovskii, the performance of L2 - Linfin is transformed to a set...
Delay-dependent robust stochastic stabilization and Hinfin control problems for a class of networked control systems (NCSs) with data packet dropout and delays are investigated. Based on Lyapunov stability theory combined with linear matrix inequalities (LMIs) techniques, some new delay-dependent criteria in terms of LMIs are derived by introducing some free weighting matrices which can be chosen...
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