A case study on regularity in cellular network deployment
Probability
2016-08-08 v1 Networking and Internet Architecture
Abstract
This paper aims to validate the -Ginibre point process as a model for the distribution of base station locations in a cellular network. The -Ginibre is a repulsive point process in which repulsion is controlled by the parameter. When tends to zero, the point process converges in law towards a Poisson point process. If equals to one it becomes a Ginibre point process. Simulations on real data collected in Paris (France) show that base station locations can be fitted with a -Ginibre point process. Moreover we prove that their superposition tends to a Poisson point process as it can be seen from real data. Qualitative interpretations on deployment strategies are derived from the model fitting of the raw data.
Cite
@article{arxiv.1505.06073,
title = {A case study on regularity in cellular network deployment},
author = {Jean-Sébastien Gomez and Aurélien Vasseur and Anaïs Vergne and Philippe Martins and Laurent Decreusefond and Wei Chen},
journal= {arXiv preprint arXiv:1505.06073},
year = {2016}
}