Some distributional results for Poisson-Voronoi tessellations



Advances in Applied Probability

Some distributional results for Poisson-Voronoi tessellations

Volker Baumstark and Günter Last

Source: Adv. in Appl. Probab. Volume 39, Number 1 (2007), 16-40.

Abstract

We consider the Voronoi tessellation based on a stationary Poisson process N in ℝd. We provide a complete and explicit description of the Palm distribution describing N as seen from a randomly chosen (typical) point on a k-face of the tessellation. In particular, we compute the joint distribution of the d-k+1 neighbours of the k-face containing the typical point. Using this result as well as a fundamental general relationship between Palm probabilities, we then derive some properties of the typical k-face and its neighbours. Generalizing recent results of Muche (2005), we finally provide the joint distribution of the typical edge (typical 1-face) and its neighbours.

Primary Subjects: 60D05, 60G55
Keywords: Voronoi tessellation; Poisson process; random measure; Palm distribution; typical face; typical edge

Full-text: Access denied (no subscription detected)

We're sorry, but we are unable to provide you with the full text of this article because we are not able to identify you as a subscriber.
If you have a personal subscription to this journal, then please login. If you are already logged in, then you may need to update your profile to register your subscription. Read more about accessing full-text
Links and Identifiers

Permanent link to this document: http://projecteuclid.org/euclid.aap/1175266467
Digital Object Identifier: doi:10.1239/aap/1175266467

References

Asmussen, S. (2003). Applied Probability and Queues, 2nd edn. Springer, New York.
Mathematical Reviews (MathSciNet): MR1978607
Zentralblatt MATH: 1029.60001
Kallenberg, O. (2002). Foundations of Modern Probability, 2nd edn. Springer, New York.
Mathematical Reviews (MathSciNet): MR1876169
Zentralblatt MATH: 0996.60001
Mecke, J. (1967). Stationäre zufällige Maße auf lokalkompakten Abelschen Gruppen. Z. Wahrscheinlichkeitsth. 9, 36--58.
Mathematical Reviews (MathSciNet): MR228027
Digital Object Identifier: doi:10.1007/BF00535466
Mecke, J. and Muche, L. (1995). The Poisson Voronoi tessellation. I. A basic identity. Math. Nachr. 176, 199--208.
Mathematical Reviews (MathSciNet): MR1361135
Digital Object Identifier: doi:10.1002/mana.19951760115
Miles, R. (1974). A synopsis of `Poisson flats in Euclidean spaces'. In Stochastic Geometry, eds E. F. Harding and D. G. Kendall, John Wiley, New York, pp. 202--227.
Mathematical Reviews (MathSciNet): MR350792
Møller, J. (1989). Random tessellations in $\R^d$. Adv. Appl. Prob. 21, 37--73.
Møller, J. (1994). Lectures on Random Voronoi Tessellations (Lecture Notes Statist. 87). Springer, New York.
Mathematical Reviews (MathSciNet): MR1295245
Muche, L. (2005). The Poisson--Voronoi tessellation: relationships for edges. Adv. Appl. Prob. 37, 279--296.
Mathematical Reviews (MathSciNet): MR2144554
Digital Object Identifier: doi:10.1239/aap/1118858626
Project Euclid: euclid.aap/1118858626
Neveu, J. (1977). Processus ponctuels. In École d'Eté de Probabilités de Saint-Flour VI (Lecture Notes Math. 598). Springer, Berlin, pp. 249--445.
Mathematical Reviews (MathSciNet): MR474493
Zentralblatt MATH: 0439.60044
Digital Object Identifier: doi:10.1007/BFb0097494
Schneider, R. and Weil, W. (2000). Stochastische Geometrie. Teubner, Stuttgart.
Mathematical Reviews (MathSciNet): MR1794753
Zentralblatt MATH: 0964.52009
Stoyan, D., Kendall, W. S. and Mecke, J. (1995). Stochastic Geometry and Its Applications, 2nd edn. John Wiley, Chichester.
Mathematical Reviews (MathSciNet): MR895588
Zentralblatt MATH: 0622.60019

2009 © Applied Probability Trust