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Coverage and Interference in D2D Networks With Poisson Cluster Process
IEEE Communications Letters, 2018In this letter, we present an analytical framework for the coverage probability analysis in a device-to-device (D2D) network with the location of devices modeled as a Poisson cluster process. We consider Nakagami- $m$ fading between the D2D communication links, which provides a more realistic scenario for the performance analysis.
, Ranjan Mallik
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Spatial modeling of device-to-device networks: Poisson cluster process meets Poisson Hole Process
2015 49th Asilomar Conference on Signals, Systems and Computers, 2015This paper combines Poisson Cluster Process (PCP) with a Poisson Hole Process (PHP) to develop a new spatial model for an inband device-to-device (D2D) communications network, where D2D and cellular transmissions share the same spectrum. The locations of the devices engaging in D2D communications are modeled by a modified Thomas cluster process in ...
Harpreet Dhillon, Mehrnaz Afshang
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Simulating a Poisson cluster process for Internet traffic packet arrivals
Computer Communications, 2010An efficient algorithm to generate a large amount of data from a Poisson cluster process is developed. This algorithm is then used to do comparisons between simulated data and real-life Internet traffic data. The simulated data is also used to check the validity of the procedures used for estimating the parameters in the model, which are evaluated in ...
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