Spatial and social paradigms for interference and coverage analysis in underlay D2D network

Hafiz Atta Ul Mustafa, Muhammad Zeeshan Shakir, Muhammad Ali Imran, Rahim Tafazolli

Research output: Contribution to journalArticle

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Abstract

The homogeneous Poisson point process (PPP) is widely used to model spatial distribution of base stations and mobile terminals. The same process can be used to model underlay device-to-device (D2D) network, however, neglecting homophilic relation for D2D pairing presents underestimated system insights. In this paper, we model both spatial and social distributions of interfering D2D nodes as proximity based independently marked homogeneous Poisson point process. The proximity considers physical distance between D2D nodes whereas social relationship is modeled as Zipf based marks. We apply these two paradigms to analyze the effect of interference on coverage probability of distance-proportional power-controlled cellular user. Effectively, we apply two type of functional mappings (physical distance, social marks) to Laplace functional of PPP. The resulting coverage probability has no closed-form expression, however for a subset of social marks, the mark summation converges to digamma and polygamma functions. This subset constitutes the upper and lower bounds on coverage probability. We present numerical evaluation of these bounds on coverage probability by varying number of different parameters. The results show that by imparting simple power control on cellular user, ultra-dense underlay D2D network can be realized without compromising the coverage probability of cellular user.
Original languageEnglish
Pages (from-to)9328-9337
Number of pages10
JournalIEEE Transactions on Vehicular Technology
Volume66
Issue number10
DOIs
Publication statusPublished - 28 Apr 2017

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Coverage Probability
Coverage
Interference
Poisson Point Process
Paradigm
Proximity
Polygamma Function
Digamma Function
Subset
Spatial Model
Power Control
Vertex of a graph
Set theory
Laplace
Spatial Distribution
Pairing
Power control
Summation
Base stations
Spatial distribution

Cite this

Ul Mustafa, Hafiz Atta ; Shakir, Muhammad Zeeshan ; Imran, Muhammad Ali ; Tafazolli, Rahim. / Spatial and social paradigms for interference and coverage analysis in underlay D2D network. In: IEEE Transactions on Vehicular Technology. 2017 ; Vol. 66, No. 10. pp. 9328-9337.
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Spatial and social paradigms for interference and coverage analysis in underlay D2D network. / Ul Mustafa, Hafiz Atta; Shakir, Muhammad Zeeshan; Imran, Muhammad Ali; Tafazolli, Rahim.

In: IEEE Transactions on Vehicular Technology, Vol. 66, No. 10, 28.04.2017, p. 9328-9337.

Research output: Contribution to journalArticle

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