Line-of-sight Cox percolation on Poisson–Delaunay triangulation

In this work, percolation properties of device-to-device (D2D) networks in urban environments are investigated. On a street system modeled by a Poisson–Delaunay triangulation (PDT), users are of two types: given either by a Cox process supported by the edges of the PDT (i.e. on streets) or by a Bern...

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Published inStochastic processes and their applications Vol. 176; p. 104435
Main Authors Corlin Marchand, David, Coupier, David, Henry, Benoît
Format Journal Article
LanguageEnglish
Published Elsevier B.V 01.10.2024
Elsevier
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Abstract In this work, percolation properties of device-to-device (D2D) networks in urban environments are investigated. On a street system modeled by a Poisson–Delaunay triangulation (PDT), users are of two types: given either by a Cox process supported by the edges of the PDT (i.e. on streets) or by a Bernoulli process on the vertices of the PDT (i.e. at crossroads). We state several percolation regimes for the resulting connectivity graph according to the parameters of the model. This work completes and specifies results of Le Gall et al. (2021). To do it, we take advantage of a percolation tool, inspired by enhancement techniques, used to our knowledge for the first time in the context of communication networks.
AbstractList In this work, percolation properties of device-to-device (D2D) networks in urban environments are investigated. On a street system modeled by a Poisson–Delaunay triangulation (PDT), users are of two types: given either by a Cox process supported by the edges of the PDT (i.e. on streets) or by a Bernoulli process on the vertices of the PDT (i.e. at crossroads). We state several percolation regimes for the resulting connectivity graph according to the parameters of the model. This work completes and specifies results of Le Gall et al. (2021). To do it, we take advantage of a percolation tool, inspired by enhancement techniques, used to our knowledge for the first time in the context of communication networks.
In this work, percolation properties of device-to-device (D2D) networks in urban environments are investigated. The street system is modeled by a Poisson-Delaunay triangulation (PDT). Users are of two types: given either by a Cox process supported by the edges of the PDT or by a Bernoulli process on the vertices of the PDT (i.e. on streets and at crossroads). Percolation of the resulting connectivity graph G p,λ,r is interpreted as long-range connection in the D2D network. According to the parameters p, λ, r of the model, we state several percolation regimes in Theorem 1 (see also Fig. 3). This work completes and specifies results of Le Gall et al [23]. To do it, we take advantage of a percolation tool, inspired by enhancement techniques, used to our knowledge for the first time in the context of communication networks.
ArticleNumber 104435
Author Corlin Marchand, David
Coupier, David
Henry, Benoît
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Keywords secondary
Stochastic geometry
Random environment
D2D network
Cox point process
Continuum percolation
Enhancement
primary
60D05 Secondary: 68M10
60G55
90B15
random environment
continuum percolation
enhancement AMS 2010 Subject Classification: Primary: 60K35
stochastic geometry
enhancement AMS 2010 Subject Classification: Primary: 60K35 60G55 60D05 Secondary: 68M10 90B15
Language English
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SSID ssj0001221
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Snippet In this work, percolation properties of device-to-device (D2D) networks in urban environments are investigated. On a street system modeled by a...
In this work, percolation properties of device-to-device (D2D) networks in urban environments are investigated. The street system is modeled by a...
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crossref
elsevier
SourceType Open Access Repository
Index Database
Publisher
StartPage 104435
SubjectTerms Continuum percolation
Cox point process
D2D network
Enhancement
Mathematics
Probability
Random environment
Stochastic geometry
Title Line-of-sight Cox percolation on Poisson–Delaunay triangulation
URI https://dx.doi.org/10.1016/j.spa.2024.104435
https://hal.science/hal-04452230
Volume 176
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