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
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Links and Identifiers
Permanent link to this document: http://projecteuclid.org/euclid.aap/1175266467
Digital Object Identifier: doi:10.1239/aap/1175266467
Zentralblatt MATH identifier:
1119.60004
References
Asmussen, S. (2003). Applied Probability and Queues, 2nd edn. Springer, New York.
Kallenberg, O. (2002). Foundations of Modern Probability, 2nd edn. Springer, New York.
Mecke, J. (1967). Stationäre zufällige Maße auf lokalkompakten Abelschen Gruppen. Z. Wahrscheinlichkeitsth. 9, 36--58.
Mathematical Reviews (MathSciNet):
MR228027
Mecke, J. and Muche, L. (1995). The Poisson Voronoi tessellation. I. A basic identity. Math. Nachr. 176, 199--208.
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.
Muche, L. (2005). The Poisson--Voronoi tessellation: relationships for edges. Adv. Appl. Prob. 37, 279--296.
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
Schneider, R. and Weil, W. (2000). Stochastische Geometrie. Teubner, Stuttgart.
Stoyan, D., Kendall, W. S. and Mecke, J. (1995). Stochastic Geometry and Its Applications, 2nd edn. John Wiley, Chichester.
Mathematical Reviews (MathSciNet):
MR895588