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∞ -filtering design for discrete-time Markov Jump Systems with hidden parameters
2016 Edition, September 1, 2016 - IEEE - Institute of Electrical and Electronics Engineers, Inc.

In this paper we tackle the filtering problem for a discrete-time Markov Jump Linear System (MJLS) with hidden parameters. We consider a hidden Markov model (θ(k); θ̂(k)) in which θ(k) is not accessible...

HMM-Based H∞ Filtering for Discrete-Time Markov Jump LPV Systems Over Unreliable Communication Channels
Volume PP - IEEE - Institute of Electrical and Electronics Engineers, Inc.

In this paper, the filtering problem is investigated for a class of discrete-time Markov jump linear parameter varying systems with packet dropouts and channel noises in the network surroundings. The partial accessibility of...

Stability analysis of discrete time semi-markov jump linear systems
Volume PP - IEEE - Institute of Electrical and Electronics Engineers, Inc.

This paper discusses the stability and stabilization problems for the discrete-time semi-Markov jump linear systems with bounded sojourn times. By using the method of multiple-Lyapunov functions and the concept of discrete-time...

Asynchronous and Resilient Filtering for Markovian Jump Neural Networks Subject to Extended Dissipativity
Volume PP - IEEE - Institute of Electrical and Electronics Engineers, Inc.

The problem of asynchronous and resilient filtering for discrete-time Markov jump neural networks subject to extended dissipativity is investigated in this paper. The modes of the designed resilient filter are assumed to run asynchronously...

Fuzzy-Model-Based Non-Fragile Control for Nonlinear Singularly Perturbed Systems with Semi-Markov Jump Parameters
Volume PP - IEEE - Institute of Electrical and Electronics Engineers, Inc.

This paper researches the fuzzy-model-based non-fragile control problem for nonlinear discrete-time singularly perturbed systems with Markov jumping parameters. To remove the restriction of sojourn-time in widely used...

Exponential Stability for Discrete-Time Infinite Markov Jump Systems
2016 Edition, Volume 61, December 1, 2016 - IEEE - Institute of Electrical and Electronics Engineers, Inc.

This technical note addresses a class of discrete-time stochastic systems with infinite Markov jump parameter. First of all, spectral criterion and Lyapunov type criteria are presented for the exponential stability of considered systems...

$H_2$-Control of Continuous-Time Hidden Markov Jump Linear Systems
2017 Edition, Volume 62, August 1, 2017 - IEEE - Institute of Electrical and Electronics Engineers, Inc.

This technical note addresses the $H_2$ -control problem for a continuous-time Markov Jump Linear System (MJLS) with partial information on the mode of operation. The jumps of the system depend on a continuous-time hidden Markov...

2 filter design through multi-simplex modeling for discrete-time Markov jump linear systems with partly unknown transition probability matrix
2014 Edition, December 1, 2014 - IEEE - Institute of Electrical and Electronics Engineers, Inc.

This paper is concerned with the ℋ2 robust filtering problem for discrete-time Markov jump linear systems (MJLS) with transition probability matrix affected by uncertainties. Differently from previous approaches in the literature, the...

Extended Dissipativity-Based Control for Hidden Markov Jump Singularly Perturbed Systems Subject to General Probabilities
Volume PP - IEEE - Institute of Electrical and Electronics Engineers, Inc.

This article deals with the extended dissipativity-based control issue for singularly perturbed systems (SPSs) with Markov jump parameters, in which the partial information issues of the Markov chain are fully considered. A comprehensive...

Resilient Asynchronous H∞ Control for Discrete-Time Markov Jump Singularly Perturbed Systems Based on Hidden Markov Model
Volume PP - IEEE - Institute of Electrical and Electronics Engineers, Inc.

This paper studies the resilient asynchronous H∞ control problem for slow sampling discrete-time uncertain Markov jump singularly perturbed systems (SPSs). Compared with slow state variables feedback controller, a new controller is proposed...

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