We consider the spatial distribution of Base Stations (BSs) in different scenarios of a European country, with the goal of finding the best theoretical distribution fitting the real data. We focus on a set of possible distributions, including: Poisson, Weibull, generalized Pareto, Lognormal and alpha-Stable. Our results show that the Lognormal is the best distribution in a rural scenario, while the alpha-Stable is the most realistic one in an urban case. This finding is confirmed for different sample areas, and for most of cellular technologies (i.e., 2G and 3G).
A Reality Check of Base Station Spatial Distribution in Mobile Networks / CHIARAVIGLIO, LUCA; CUOMO, Francesca; Gigli, Andrea; Maisto, Maurizio; Zhou, Yifan; Zhao, Zhifeng; Zhang, Honggang. - ELETTRONICO. - 2016-September:(2016), pp. 1065-1066. (Intervento presentato al convegno IEEE International Conference on Computer Communications- IEEE INFOCOM 2016 tenutosi a San Francisco; United States) [10.1109/INFCOMW.2016.7562255].
A Reality Check of Base Station Spatial Distribution in Mobile Networks
CHIARAVIGLIO, LUCA;CUOMO, Francesca;
2016
Abstract
We consider the spatial distribution of Base Stations (BSs) in different scenarios of a European country, with the goal of finding the best theoretical distribution fitting the real data. We focus on a set of possible distributions, including: Poisson, Weibull, generalized Pareto, Lognormal and alpha-Stable. Our results show that the Lognormal is the best distribution in a rural scenario, while the alpha-Stable is the most realistic one in an urban case. This finding is confirmed for different sample areas, and for most of cellular technologies (i.e., 2G and 3G).| File | Dimensione | Formato | |
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