Nearest-Neighbor and Contact Distance Distributions for Matern Cluster Process

August 28, 2017 Β· Declared Dead Β· πŸ› 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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