Ob. Jennings et Wa. Massey, A MODIFIED OFFERED LOAD APPROXIMATION FOR NONSTATIONARY CIRCUIT-SWITCHED NETWORKS, Telecommunication systems, 7(1-3), 1997, pp. 229-251
In this paper, we develop approximation methods to analyze blocking in
circuit switched networks with nonstationary call arrival traffic, We
formulate generalizations of the pointwise stationary and modified of
fered load approximations used for the nonstationary Erlang loss model
or M(t)/M/c/c queue. These approximations reduce the analysis of nons
tationary circuit switched networks to solving a small set of simple d
ifferential equations and using the methods for computing the steady s
tate distributions for the stationary versions of such loss networks.
We also discuss how the use of time varying arrival rates literally ad
ds a new dimension to the class of telecommunication networks we can m
odel. For example, we can model the behavior of alternate routing due
to link-failure, which is a feature that the classical stationary vers
ion of the model cannot capture. Our nonstationary model can also desc
ribe aspects of the dynamic calling traffic behavior arising in cellul
ar mobile traffic. For the special case of a two-link, three node netw
ork, we present numerical results to compare the various approximation
methods to calculations of the exact blocking probabilities. We also
adapt these calculations to approximate the behavior of rerouting call
ing traffic due to link-failure. The results are achieved by formulati
ng some new recursions for evaluating the steady state blocking probab
ilities of such networks. We also generalize These techniques to devel
op analogous formulas for a linear N-node circuit switched network.