Stochastic stability of nonlinear discrete-time Markovian jump systems with time-varying delay and partially unknown transition rates
Data(s) |
29/01/2016
|
---|---|
Resumo |
This paper is concerned with stochastic stability of a class of nonlinear discrete-time Markovian jump systems with interval time-varying delay and partially unknown transition probabilities. A new weighted summation inequality is first derived. We then employ the newly derived inequality to establish delay-dependent conditions which guarantee the stochastic stability of the system. These conditions are derived in terms of tractable matrix inequalities which can be computationally solved by various convex optimized algorithms. Numerical examples are provided to illustrate the effectiveness of the obtained results. |
Identificador | |
Idioma(s) |
eng |
Publicador |
Elsevier |
Relação |
DP130101532 http://dro.deakin.edu.au/eserv/DU:30079701/hien-stochasticstability-2016.pdf http://www.dx.doi.org/10.1016/j.neucom.2015.10.081 |
Direitos |
2015, Elsevier B.V. |
Palavras-Chave | #Markovian jump systems #Time-varying delay #Stochastic stability #Science & Technology #Technology #Artificial Intelligence #Computer Science #Weighted summation inequalities #H-INFINITY CONTROL #LINEAR-SYSTEMS #NEURAL-NETWORKS #EXPONENTIAL STABILITY #DEPENDENT STABILITY #STABILIZATION #PROBABILITIES #INTERVAL #STATE #SYNCHRONIZATION |
Tipo |
Journal Article |