Point Process Models for Distribution of Cell Phone Antennas

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We introduce a model for the spatial distribution of cell phone antennas in the city of Buenos Aires (CABA). After showing that the complete spatial randomness (homogeneous Poisson distribution) hypothesis does not hold, we propose a model in which each point is distributed according to a bivariate...

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Detalles Bibliográficos
Autores principales:	Fattori, Ezequiel, Groisman, Pablo, Sarraute, Carlos
Formato:	Articulo
Lenguaje:	Inglés
Publicado:	2017
Materias:	Ciencias Informáticas Cell phone antennas models Stochastic point processes
Acceso en línea:	http://sedici.unlp.edu.ar/handle/10915/135160 https://publicaciones.sadio.org.ar/index.php/EJS/article/view/22
Aporte de:	SEDICI (UNLP) de Universidad Nacional de La Plata

id	I19-R120-10915-135160
record_format	dspace
institution	Universidad Nacional de La Plata
institution_str	I-19
repository_str	R-120
collection	SEDICI (UNLP)
language	Inglés
topic	Ciencias Informáticas Cell phone antennas models Stochastic point processes
spellingShingle	Ciencias Informáticas Cell phone antennas models Stochastic point processes Fattori, Ezequiel Groisman, Pablo Sarraute, Carlos Point Process Models for Distribution of Cell Phone Antennas
topic_facet	Ciencias Informáticas Cell phone antennas models Stochastic point processes
description	We introduce a model for the spatial distribution of cell phone antennas in the city of Buenos Aires (CABA). After showing that the complete spatial randomness (homogeneous Poisson distribution) hypothesis does not hold, we propose a model in which each point is distributed according to a bivariate Gaussian variable with mean given by the barycenter of its neighbors in the Delaunay triangulation. We show that this model is suitable, and can be used to generate a synthetic distribution of antennas. The generated distribution contains no sensitive or proprietary information, and can thus be freely shared with research groups, fostering further research on the subject.
format	Articulo Articulo
author	Fattori, Ezequiel Groisman, Pablo Sarraute, Carlos
author_facet	Fattori, Ezequiel Groisman, Pablo Sarraute, Carlos
author_sort	Fattori, Ezequiel
title	Point Process Models for Distribution of Cell Phone Antennas
title_short	Point Process Models for Distribution of Cell Phone Antennas
title_full	Point Process Models for Distribution of Cell Phone Antennas
title_fullStr	Point Process Models for Distribution of Cell Phone Antennas
title_full_unstemmed	Point Process Models for Distribution of Cell Phone Antennas
title_sort	point process models for distribution of cell phone antennas
publishDate	2017
url	http://sedici.unlp.edu.ar/handle/10915/135160 https://publicaciones.sadio.org.ar/index.php/EJS/article/view/22
work_keys_str_mv	AT fattoriezequiel pointprocessmodelsfordistributionofcellphoneantennas AT groismanpablo pointprocessmodelsfordistributionofcellphoneantennas AT sarrautecarlos pointprocessmodelsfordistributionofcellphoneantennas
bdutipo_str	Repositorios
_version_	1764820456418836480

Point Process Models for Distribution of Cell Phone Antennas

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