Extremal versus additive Matérn point processes

نویسندگان

  • François Baccelli
  • Paola Bermolen
چکیده

In the simplest Matérn point processes, one retains certain points of a Poisson point process in such a way that no pairs of points are at distance less than a threshold. This condition can be reinterpreted as a threshold condition on an extremal shot–noise field associated with the Poisson point process. This paper is focused on the case where one retains points that satisfy a threshold condition based on an additive shot–noise field of the Poisson point process. We provide an analytical characterization of the intensity of this class of point processes and we compare the packing obtained by the extremal and additive schemes and certain combinations thereof.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A User’s Guide to the SpatialExtremes Package

1.1 Two simulations of the Smith model with different Σ matrices. Left panel: σ 11 = σ 22 = 9/8 and σ 12 = 0. Right panel: σ 11 = σ 22 = 9/8 and σ 12 = 1. The max-stable processes are transformed to unit Gumbel margins for viewing purposes.. 6 1.2 Plots of the Whittle–Matérn, the powered exponential, the Cauchy and the Bessel correlation functions-from left to right. The sill and the range para...

متن کامل

Perfect simulation and moment properties for the Matérn Type III Process

The Matérn type III hard core point process (shortly Matérn III process) is a less well-known but for many applications more appealing or realistic model than the Matérn type I and II hard core point processes. This paper focuses on the stationary (and hence infinite) Matérn III process from a probabilistic and a stochastic geometry perspective. Briefly, given a hard core parameter R > 0, the M...

متن کامل

Generating Functionals of Random Packing Point Processes: From Hard-Core to Carrier Sensing

In this paper we study the generating functionals of several random packing processes: the classical Matérn hard-core model; its extensions, the k-Matérn models and the ∞-Matérn model, which is an example of random sequential packing process. We first give a sufficient condition for the ∞-Matérn model to be well-defined (unlike the other two, the latter may not be well-defined on unbounded spac...

متن کامل

Likelihood-based Inference for Matérn Type-iii Repulsive Point Processes

In a repulsive point process, points act as if they are repelling one another, leading to underdispersed configurations when compared to a standard Poisson point process. Such models are useful when competition for resources exists, as in the locations of towns and trees. Bertil Matérn introduced three models for repulsive point processes, referred to as types I, II, and III. Matérn used types ...

متن کامل

Applied Probability Trust (1 June 2014) CAPACITY AND ERROR EXPONENTS OF STATIONARY POINT PROCESSES UNDER RANDOM ADDITIVE DISPLACEMENTS

Consider a real-valued discrete-time stationary and ergodic stochastic process, called the noise process. For each dimension n, one can choose a stationary point process in Rn and a translation invariant tessellation of Rn. Each point is randomly displaced, with a displacement vector being a section of length n of the noise process, independent from point to point. The aim is to find a point pr...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • Queueing Syst.

دوره 71  شماره 

صفحات  -

تاریخ انتشار 2012