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) hy- pothesis does not hold, we propose a model in which each point is dis- tributed according to a bivari...

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Detalles Bibliográficos
Autores principales: Fattori, Ezequiel, Groisman, Pablo, Sarraute, Carlos
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2016
Materias:
Ciencias Informáticas
cell phone antennas models
stochastic point processes
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/56813
http://45jaiio.sadio.org.ar/sites/default/files/AGRANDA-02.pdf
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-56813
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) hy- pothesis does not hold, we propose a model in which each point is dis- tributed 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 dis- tribution 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 Objeto de conferencia
Objeto de conferencia
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 2016
url http://sedici.unlp.edu.ar/handle/10915/56813
http://45jaiio.sadio.org.ar/sites/default/files/AGRANDA-02.pdf
work_keys_str_mv AT fattoriezequiel pointprocessmodelsfordistributionofcellphoneantennas
AT groismanpablo pointprocessmodelsfordistributionofcellphoneantennas
AT sarrautecarlos pointprocessmodelsfordistributionofcellphoneantennas
bdutipo_str Repositorios
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