Title
Diameter and broadcast time of random geometric graphs in arbitrary dimensions
Abstract
A random geometric graph (RGG) is defined by placing n points uniformly at random in [0,n1/d]d, and joining two points by an edge whenever their Euclidean distance is at most some fixed r. We assume that r is larger than the critical value for the emergence of a connected component with Ω(n) nodes. We show that, with high probability (w.h.p.), for any two connected nodes with a minimum Euclidean distance of ω(logn), their graph distance is only a constant factor larger than their Euclidean distance. This implies that the diameter of the largest connected component is Θ(n1/d/r) w.h.p. We also analyze the following randomized broadcast algorithm on RGGs. At the beginning, only one node from the largest connected component of the RGG is informed. Then, in each round, each informed node chooses a neighbor independently and uniformly at random and informs it. We prove that w.h.p. this algorithm informs every node in the largest connected component of an RGG within Θ(n1/d/r+logn) rounds.
Year
DOI
Venue
2013
10.1007/978-3-642-25591-5_21
Algorithmica
Keywords
DocType
Volume
Random geometric graphs,Diameter,Randomized rumor spreading
Journal
67
Issue
ISSN
Citations 
1
0178-4617
6
PageRank 
References 
Authors
0.67
22
3
Name
Order
Citations
PageRank
Tobias Friedrich135220.18
Thomas Sauerwald257539.99
Alexandre O. Stauffer313011.34