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hal-00651491, version 1

Clustering and percolation of point processes

Bartlomiej Blaszczyszyn 1, D. Yogeshwaran a

(09/12/2011)

Résumé : We show that simple, stationary point processes of a given intensity on $\mR^d$, having void probabilities and factorial moment measures smaller than those of a homogeneous Poisson point process of the same intensity, admit uniformly non-degenerate lower and upper bounds on the critical radius $r_c$ for the percolation of their continuum percolation models. Examples are negatively associated point processes and, more specifically, determinantal point processes. More generally, we show that point processes $dcx$ smaller than a homogeneous Poisson point processes (for example perturbed lattices) exhibit phase transitions in certain percolation models based on the level-sets of additive shot-noise fields of these point processes. Examples of such models are $k$-percolation and SINR-percolation models. Our study is motivated by heuristics and numerical evidences obtained for perturbed lattices, indicating that point processes exhibiting stronger clustering of points have larger $r_c$. Since the suitability of the $dcx$ ordering of point processes for comparison of clustering tendencies was known, it was tempting to conjecture that $r_c$ is increasing in the $dcx$ order. However the conjecture is not true in full generality as one can construct a Cox point process with degenerate critical radius $r_c=0$, that is $dcx$ larger than a given homogeneous Poisson point process.

  • a –  Technion-Israel Institute of Technology, Haifa.
  • 1 :  TREC (INRIA Rocquencourt)
  • INRIA – Ecole Normale Supérieure de Paris - ENS Paris
  • Domaine : Mathématiques/Probabilités
  • Commentaire : 21 pages – 2 figures. This paper complements arXiv:1111.6017 and is a reduced version of arXiv:1105.4293
 
  • hal-00651491, version 1
  • oai:hal.inria.fr:hal-00651491
  • Contributeur : 
  • Soumis le : Mardi 13 Décembre 2011, 16:47:04
  • Dernière modification le : Samedi 12 Mai 2012, 10:12:27
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