Fluid approach to two-sided Markov-modulated Brownian motion
Probability
2014-03-12 v1
Abstract
We extend to Markov-modulated Brownian motion (MMBM) the renewal approach which has been successfully applied to the analysis of Markov-modulated fluid models. It has recently been shown that MMBM may be expressed as the limit of a parameterized family of Markov-modulated fluid models. We prove that the weak convergence also holds for systems with two reflecting boundaries, one at zero and one at , and that the stationary distributions of the approximating fluid models converge to the stationary distribution of the two-sided reflected MMBM. Thus, we obtain a new representation for the stationary distribution, effectively separating the limiting behaviour of the process at the boundaries from its behaviour in the interior of .
Cite
@article{arxiv.1403.2522,
title = {Fluid approach to two-sided Markov-modulated Brownian motion},
author = {Guy Latouche and Giang T. Nguyen},
journal= {arXiv preprint arXiv:1403.2522},
year = {2014}
}