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
Hauptverfasser: Iyer, Srikanth K., Yogeshwaran, D.
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.
ISSN:0001-8678
1475-6064
DOI:10.1017/S0001867800005437