Spatio-Temporal Analysis of D2D Networks in Finite Areas

Minwei Shi; Mei Yang; Hang Yuan; Xiaozheng Gao; Kai Yang; Dusit Niyato

doi:10.1109/TVT.2023.3237251

Spatio-Temporal Analysis of D2D Networks in Finite Areas

Minwei Shi, Mei Yang^*, Hang Yuan^*, Xiaozheng Gao, Kai Yang, Dusit Niyato

^*此作品的通讯作者

信息与电子学院

科研成果: 期刊稿件 › 文章 › 同行评审

3 引用（Scopus）

摘要

This correspondence investigates the spatio-temporal performance of device-to-device (D2D) networks in finite areas. The locations of transmitters are modeled as a binomial point process with dedicated receivers at fixed distance. The evolution of discrete-time packets at each D2D pair is modeled as a Bernoulli process. Using the tools from stochastic geometry and queuing theory, we analyze the interactions between the spatial locations of nodes and their temporal traffic dynamic. We first derive the distance-dependent meta distribution of signal-to-interference-plus-noise ratio for both reference receiver and random receiver, based on which the packet throughput and ε-stability region are obtained. Simulations validate the analytical results and reveal the existence of an optimal number of D2D pairs that maximizes the packet throughput.

源语言	英语
页（从-至）	8239-8243
页数	5
期刊	IEEE Transactions on Vehicular Technology
卷	72
期	6
DOI	https://doi.org/10.1109/TVT.2023.3237251
出版状态	已出版 - 1 6月 2023

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10.1109/TVT.2023.3237251

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Shi, M., Yang, M., Yuan, H., Gao, X., Yang, K., & Niyato, D. (2023). Spatio-Temporal Analysis of D2D Networks in Finite Areas. IEEE Transactions on Vehicular Technology, 72(6), 8239-8243. https://doi.org/10.1109/TVT.2023.3237251

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title = "Spatio-Temporal Analysis of D2D Networks in Finite Areas",

abstract = "This correspondence investigates the spatio-temporal performance of device-to-device (D2D) networks in finite areas. The locations of transmitters are modeled as a binomial point process with dedicated receivers at fixed distance. The evolution of discrete-time packets at each D2D pair is modeled as a Bernoulli process. Using the tools from stochastic geometry and queuing theory, we analyze the interactions between the spatial locations of nodes and their temporal traffic dynamic. We first derive the distance-dependent meta distribution of signal-to-interference-plus-noise ratio for both reference receiver and random receiver, based on which the packet throughput and ε-stability region are obtained. Simulations validate the analytical results and reveal the existence of an optimal number of D2D pairs that maximizes the packet throughput.",

keywords = "Device-to-device network, interacting queues, packet throughput, queuing theory, stochastic geometry",

author = "Minwei Shi and Mei Yang and Hang Yuan and Xiaozheng Gao and Kai Yang and Dusit Niyato",

note = "Publisher Copyright: {\textcopyright} 2023 IEEE.",

year = "2023",

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AU - Shi, Minwei

AU - Yang, Mei

AU - Yuan, Hang

AU - Gao, Xiaozheng

AU - Yang, Kai

AU - Niyato, Dusit

PY - 2023/6/1

Y1 - 2023/6/1

N2 - This correspondence investigates the spatio-temporal performance of device-to-device (D2D) networks in finite areas. The locations of transmitters are modeled as a binomial point process with dedicated receivers at fixed distance. The evolution of discrete-time packets at each D2D pair is modeled as a Bernoulli process. Using the tools from stochastic geometry and queuing theory, we analyze the interactions between the spatial locations of nodes and their temporal traffic dynamic. We first derive the distance-dependent meta distribution of signal-to-interference-plus-noise ratio for both reference receiver and random receiver, based on which the packet throughput and ε-stability region are obtained. Simulations validate the analytical results and reveal the existence of an optimal number of D2D pairs that maximizes the packet throughput.

AB - This correspondence investigates the spatio-temporal performance of device-to-device (D2D) networks in finite areas. The locations of transmitters are modeled as a binomial point process with dedicated receivers at fixed distance. The evolution of discrete-time packets at each D2D pair is modeled as a Bernoulli process. Using the tools from stochastic geometry and queuing theory, we analyze the interactions between the spatial locations of nodes and their temporal traffic dynamic. We first derive the distance-dependent meta distribution of signal-to-interference-plus-noise ratio for both reference receiver and random receiver, based on which the packet throughput and ε-stability region are obtained. Simulations validate the analytical results and reveal the existence of an optimal number of D2D pairs that maximizes the packet throughput.

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Spatio-Temporal Analysis of D2D Networks in Finite Areas

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