Open AccessCAPACITY DISTRIBUTIONS IN SPATIAL STOCHASTIC MODELS FOR TELECOMMUNICATION NETWORKS
Author(s) -
Florian Voß,
Catherine Gloaguen,
Volker Schmidt
Publication year - 2011
Publication title -
image analysis and stereology
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.237
H-Index - 27
eISSN - 1854-5165
pISSN - 1580-3139
DOI - 10.5566/ias.v28.p155-163
Subject(s) - tessellation (computer graphics) , stochastic geometry , estimator , enhanced data rates for gsm evolution , computer science , set (abstract data type) , monte carlo method , stochastic modelling , function (biology) , stochastic simulation , probability density function , topology (electrical circuits) , mathematical optimization , algorithm , statistical physics , mathematics , telecommunications , statistics , combinatorics , physics , computer graphics (images) , evolutionary biology , biology , programming language
We consider the stochastic subscriber line model as a spatial stochastic model for telecommunication networks and we are interested in the evaluation of the required capacities at different locations of the network in order to provide, in fine, an estimation of the cable system which has to be installed. In particular, we consider hierarchical telecommunication networks with higher–level components (HLC) and lower–level components (LLC) located on the road system underlying the network. The cable paths are modeled by shortest paths along the edge set of a stationary random tessellation, whereas both HLC and LLC are modeled by Cox processes concentrated on the edges of this tessellation. We then introduce the notion of capacity which depends on the length of some subtree on the edge set of the underlying tessellation. Moreover, we investigate estimators for the density and distribution function of the typical length of this subtree which can be computed based on Monte Carlo simulations of the typical serving zone. In a numerical study, the density of the typical subtree length is determined for different specific models