kth Distance Distributions of n-Dimensional Matérn Cluster Process
نویسندگان
چکیده
In this letter, we derive the CDF (cumulative distribution function) of k th contact distance (CD) and nearest neighbor (NND) xmlns:xlink="http://www.w3.org/1999/xlink"> n -dimensional ( xmlns:xlink="http://www.w3.org/1999/xlink">n -D) Matérn cluster process (MCP). We present a new approach based on relationship between probability mass function (PMF) generating (PGF) random variable (RV) denoting number points in ball arbitrary radius to these CDFs. also validate our analysis via numerical simulations provide insights using presented analysis. discuss two applications, namely- macro-diversity cellular networks caching D2D networks, study impact clustering performance.
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ژورنال
عنوان ژورنال: IEEE Communications Letters
سال: 2021
ISSN: ['1558-2558', '1089-7798', '2373-7891']
DOI: https://doi.org/10.1109/lcomm.2020.3041435