Abstract : This paper aims to validate the β-Ginibre point process as a model for the distribution of base station locations in a cellular network. The β-Ginibre is a repulsive point process in which repulsion is controlled by the β parameter. When β tends to zero, the point process converges in law towards a Poisson point process. If β 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 β-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.
https://hal-imt.archives-ouvertes.fr/hal-01145527
Contributeur : Laurent Decreusefond
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Soumis le : vendredi 24 avril 2015 - 14:49:50
Dernière modification le : jeudi 11 janvier 2018 - 06:23:39
Document(s) archivé(s) le : lundi 14 septembre 2015 - 13:16:34
Jean-Sébastien Gomez, Aurélien Vasseur, Anaïs Vergne, Philippe Martins, Laurent Decreusefond, et al.. A CASE STUDY ON REGULARITY IN CELLULAR NETWORK DEPLOYMENT. IEEE wireless communications letters, IEEE comsoc, 2015, pp.4. 〈hal-01145527〉
