  We introduce a model for the spatial distribution of cell phone antennas in a
urban environment. 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.
