 |
Archives Ouvertes : HAL - IMT |  |
Journal articles
A case study on regularity in cellular network deployment
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.
Keywords :
Determinantal
Cited literature [11 references]
https://hal-imt.archives-ouvertes.fr/hal-01145527
Contributor : Laurent Decreusefond <>
Submitted on : Friday, April 24, 2015 - 2:49:50 PM
Last modification on : Friday, July 31, 2020 - 10:44:08 AM
Long-term archiving on: : Monday, September 14, 2015 - 1:16:34 PM
Contributor : Laurent Decreusefond <>
Submitted on : Friday, April 24, 2015 - 2:49:50 PM
Last modification on : Friday, July 31, 2020 - 10:44:08 AM
Long-term archiving on: : Monday, September 14, 2015 - 1:16:34 PM
Files
paper_WCL_radio_fitting.pdf
Files produced by the author(s)