Nearest-Neighbor and Contact Distance Distributions for Matern Cluster Process
August 28, 2017 Β· Declared Dead Β· π IEEE Communications Letters
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Authors
Mehrnaz Afshang, Chiranjib Saha, Harpreet S. Dhillon
arXiv ID
1708.08438
Category
cs.IT: Information Theory
Cross-listed
cs.NI
Citations
52
Venue
IEEE Communications Letters
Last Checked
5 months ago
Abstract
In this letter, we derive the cumulative density function (CDF) of the nearest neighbor and contact distance distributions of the Matern cluster process (MCP) in R2. These results will be useful in the performance analysis of many real-world wireless networks that exhibit inter-node attraction. Using these results, we concretely demonstrate that the contact distance of the MCP stochastically dominates its nearest-neighbor distance as well as the contact distance of the homogeneous Poisson point process (PPP) with the same density.
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