Percolation and Connectivity in AB Random Geometric Graphs
Given two independent Poisson point processes Φ (1) , Φ (2) in , the AB Poisson Boolean model is the graph with the points of Φ (1) as vertices and with edges between any pair of points for which the intersection of balls of radius 2 r centered at these points contains at least one point of Φ (2) ....
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Veröffentlicht in: | Advances in applied probability 2012-03, Vol.44 (1), p.21-41 |
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Hauptverfasser: | , |
Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | Given two independent Poisson point processes Φ
(1)
, Φ
(2)
in
, the
AB
Poisson Boolean model is the graph with the points of Φ
(1)
as vertices and with edges between any pair of points for which the intersection of balls of radius 2
r
centered at these points contains at least one point of Φ
(2)
. This is a generalization of the
AB
percolation model on discrete lattices. We show the existence of percolation for all
d
≥ 2 and derive bounds for a critical intensity. We also provide a characterization for this critical intensity when
d
= 2. To study the connectivity problem, we consider independent Poisson point processes of intensities
n
and τ
n
in the unit cube. The
AB
random geometric graph is defined as above but with balls of radius
r
. We derive a weak law result for the largest nearest-neighbor distance and almost-sure asymptotic bounds for the connectivity threshold. |
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ISSN: | 0001-8678 1475-6064 |
DOI: | 10.1017/S0001867800005437 |