End-to-End Uplink Performance Analysis of Satellite-Based IoT Networks: A Stochastic Geometry Approach

Jiusi Zhou; Ruibo Wang; Basem Shihada; Mohamed Slim Alouini

doi:10.1109/OJCOMS.2024.3422110

End-to-End Uplink Performance Analysis of Satellite-Based IoT Networks: A Stochastic Geometry Approach

Jiusi Zhou, Ruibo Wang^*, Basem Shihada, Mohamed Slim Alouini

^*Corresponding author for this work

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Abstract

With the deployment of satellite constellations, Internet-of-Things (IoT) devices in remote areas have gained access to low-cost network connectivity. In this paper, we investigate the performance of IoT devices connecting in up-link through low Earth orbit (LEO) satellites to geosynchronous equatorial orbit (GEO) links. We model the dynamic LEO satellite constellation using the stochastic geometry method and provide an analysis of end-to-end availability with low-complexity and coverage performance estimates for the mentioned link. Based on the analytical expressions derived in this research, we make a sound investigation on the impact of constellation configuration, transmission power, and the relative positions of IoT devices and GEO satellites on end-to-end performance.

Original language	English (US)
Pages (from-to)	4036-4045
Number of pages	10
Journal	IEEE Open Journal of the Communications Society
Volume	5
DOIs	https://doi.org/10.1109/OJCOMS.2024.3422110
State	Published - 2024

Keywords

availability probability
coverage probability
Satellite-based IoT network
stochastic geometry

ASJC Scopus subject areas

Computer Networks and Communications

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10.1109/OJCOMS.2024.3422110

Cite this

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title = "End-to-End Uplink Performance Analysis of Satellite-Based IoT Networks: A Stochastic Geometry Approach",

abstract = "With the deployment of satellite constellations, Internet-of-Things (IoT) devices in remote areas have gained access to low-cost network connectivity. In this paper, we investigate the performance of IoT devices connecting in up-link through low Earth orbit (LEO) satellites to geosynchronous equatorial orbit (GEO) links. We model the dynamic LEO satellite constellation using the stochastic geometry method and provide an analysis of end-to-end availability with low-complexity and coverage performance estimates for the mentioned link. Based on the analytical expressions derived in this research, we make a sound investigation on the impact of constellation configuration, transmission power, and the relative positions of IoT devices and GEO satellites on end-to-end performance.",

keywords = "availability probability, coverage probability, Satellite-based IoT network, stochastic geometry",

author = "Jiusi Zhou and Ruibo Wang and Basem Shihada and Alouini, {Mohamed Slim}",

note = "Publisher Copyright: {\textcopyright} 2020 IEEE.",

year = "2024",

doi = "10.1109/OJCOMS.2024.3422110",

language = "English (US)",

volume = "5",

pages = "4036--4045",

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T1 - End-to-End Uplink Performance Analysis of Satellite-Based IoT Networks

T2 - A Stochastic Geometry Approach

AU - Zhou, Jiusi

AU - Wang, Ruibo

AU - Shihada, Basem

AU - Alouini, Mohamed Slim

PY - 2024

Y1 - 2024

N2 - With the deployment of satellite constellations, Internet-of-Things (IoT) devices in remote areas have gained access to low-cost network connectivity. In this paper, we investigate the performance of IoT devices connecting in up-link through low Earth orbit (LEO) satellites to geosynchronous equatorial orbit (GEO) links. We model the dynamic LEO satellite constellation using the stochastic geometry method and provide an analysis of end-to-end availability with low-complexity and coverage performance estimates for the mentioned link. Based on the analytical expressions derived in this research, we make a sound investigation on the impact of constellation configuration, transmission power, and the relative positions of IoT devices and GEO satellites on end-to-end performance.

AB - With the deployment of satellite constellations, Internet-of-Things (IoT) devices in remote areas have gained access to low-cost network connectivity. In this paper, we investigate the performance of IoT devices connecting in up-link through low Earth orbit (LEO) satellites to geosynchronous equatorial orbit (GEO) links. We model the dynamic LEO satellite constellation using the stochastic geometry method and provide an analysis of end-to-end availability with low-complexity and coverage performance estimates for the mentioned link. Based on the analytical expressions derived in this research, we make a sound investigation on the impact of constellation configuration, transmission power, and the relative positions of IoT devices and GEO satellites on end-to-end performance.

KW - availability probability

KW - coverage probability

KW - Satellite-based IoT network

KW - stochastic geometry

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DO - 10.1109/OJCOMS.2024.3422110

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SN - 2644-125X

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JO - IEEE Open Journal of the Communications Society

JF - IEEE Open Journal of the Communications Society

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End-to-End Uplink Performance Analysis of Satellite-Based IoT Networks: A Stochastic Geometry Approach

Abstract

Keywords

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