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Erschienen in: Mobile Networks and Applications 4/2019

21.02.2018

Green Massive Traffic Offloading for Cyber-Physical Systems over Heterogeneous Cellular Networks

verfasst von: Rachad Atat, Lingjia Liu, Jinsong Wu, Jonathan Ashdown, Yang Yi

Erschienen in: Mobile Networks and Applications | Ausgabe 4/2019

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Abstract

While the number of things is growing accompanied with an explosive increase in wireless traffic, network providers are facing a set of challenges, especially that the massive number of devices are expected to communicate over the current cellular networks. In an attempt to relieve network congestion and increase throughput, we turn toward cell shrinking and offloading, a key technology in future 5G networks. Using this potential solution, we are mainly targeting two important issues: i) enabling cyber-physical systems (CPS) communications over cellular networks to provide CPS with several benefits such as ubiquitous coverage, global connectivity, reliability and security; and ii) offloading a proportion of CPS traffic to small cells, which in tun increases the throughput of macrocells, and frees more network resources to other users. Using stochastic geometry, we present an analysis on CPS offloading rate and achievable throughput when small cells base stations (SCBSs) are powered by solar energy. The solar energy harvesting allows SCBSs to offset the costs of serving CPS devices. Our results show the potential benefits for both macrocells and small cells in terms of minimum achievable throughput when the CPS offloading rate is high.

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Fußnoten
1
A solar panel of size 121 cm×53.6 cm or a wind turbine with a rotor of 1 m in diameter under an 8 m/s wind speed can generate 100 W of electric power [11].
 
2
The limit of exceeding the battery capacity is negligible when the capacity is much larger than the average stored energy. Thus, the infinite battery capacity assumption can be regarded as an approximation [32].
 
3
In this paper, we focus our analysis and derivations on offloading CPS traffic solely, excluding regular cellular traffic for the sake of highlighting the benefits of CPS traffic offloading.
 
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Metadaten
Titel
Green Massive Traffic Offloading for Cyber-Physical Systems over Heterogeneous Cellular Networks
verfasst von
Rachad Atat
Lingjia Liu
Jinsong Wu
Jonathan Ashdown
Yang Yi
Publikationsdatum
21.02.2018
Verlag
Springer US
Erschienen in
Mobile Networks and Applications / Ausgabe 4/2019
Print ISSN: 1383-469X
Elektronische ISSN: 1572-8153
DOI
https://doi.org/10.1007/s11036-018-0995-1

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