Transition probability bounds for the stochastic stability robustness of continuous- and discrete-time Markovian jump linear systems

Authors:
Mehmet Karan;Peng Shi;C. YalçıN Kaya
Affiliations:
Boeing Australia Limited, Australia;School of Technology, University of Glamorgan, Pontypridd, CF37 1DL, UK;School of Mathematics and Statistics, University of South Australia, Mawson Lakes, SA 5095, Australia
Venue:
Automatica (Journal of IFAC)
Year:
2006

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Abstract

This paper considers the robustness of stochastic stability of Markovian jump linear systems in continuous- and discrete-time with respect to their transition rates and probabilities, respectively. The continuous-time (discrete-time) system is described via a continuous-valued state vector and a discrete-valued mode which varies according to a Markov process (chain). By using stochastic Lyapunov function approach and Kronecker product transformation techniques, sufficient conditions are obtained for the robust stochastic stability of the underlying systems, which are in terms of upper bounds on the perturbed transition rates and probabilities. Analytical expressions are derived for scalar systems, which are straightforward to use. Numerical examples are presented to show the potential of the proposed techniques.