Gilbert's disc model with geostatistical marking
Artikel i vetenskaplig tidskrift, 2018

We study a variant of Gilbert's disc model, in which discs are positioned at the points of a Poisson process in R-2 with radii determined by an underlying stationary and ergodic random field phi: R-2 -> [0, infinity), independent of the Poisson process. This setting, in which the random field is independent of the point process, is often referred to as geostatistical marking. We examine how typical properties of interest in stochastic geometry and percolation theory, such as coverage probabilities and the existence of long-range connections, differ between Gilbert's model with radii given by some random field and Gilbert's model with radii assigned independently, but with the same marginal distribution. Among our main observations we find that complete coverage of R(2 )does not necessarily happen simultaneously, and that the spatial dependence induced by the random field may both increase as well as decrease the critical threshold for percolation.

coverage probability

Continuum percolation

threshold comparison

Författare

Daniel Ahlberg

Stockholms universitet

Uppsala universitet

Inst Nacl Matemat Pura & Aplicada

Johan Tykesson

Chalmers, Matematiska vetenskaper, Analys och sannolikhetsteori

Göteborgs universitet

Advances in Applied Probability

0001-8678 (ISSN) 1475-6064 (eISSN)

Vol. 50 4 1075-1094

Ämneskategorier

Teknisk mekanik

Sannolikhetsteori och statistik

Reglerteknik

DOI

10.1017/apr.2018.51

Mer information

Senast uppdaterat

2019-01-08