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Satellite Edge Computing for the Internet of Things in Aerospace
As one of the information industry’s future development directions, the Internet of Things (IoT) has been widely used. In order to reduce the pressure on the network caused by the long distance between the processing platform and the terminal, edge computing provides a new paradigm for IoT applicati...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6832566/ https://www.ncbi.nlm.nih.gov/pubmed/31658684 http://dx.doi.org/10.3390/s19204375 |
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author | Wang, Yuxuan Yang, Jun Guo, Xiye Qu, Zhi |
author_facet | Wang, Yuxuan Yang, Jun Guo, Xiye Qu, Zhi |
author_sort | Wang, Yuxuan |
collection | PubMed |
description | As one of the information industry’s future development directions, the Internet of Things (IoT) has been widely used. In order to reduce the pressure on the network caused by the long distance between the processing platform and the terminal, edge computing provides a new paradigm for IoT applications. In many scenarios, the IoT devices are distributed in remote areas or extreme terrain and cannot be accessed directly through the terrestrial network, and data transmission can only be achieved via satellite. However, traditional satellites are highly customized, and on-board resources are designed for specific applications rather than universal computing. Therefore, we propose to transform the traditional satellite into a space edge computing node. It can dynamically load software in orbit, flexibly share on-board resources, and provide services coordinated with the cloud. The corresponding hardware structure and software architecture of the satellite is presented. Through the modeling analysis and simulation experiments of the application scenarios, the results show that the space edge computing system takes less time and consumes less energy than the traditional satellite constellation. The quality of service is mainly related to the number of satellites, satellite performance, and task offloading strategy. |
format | Online Article Text |
id | pubmed-6832566 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-68325662019-11-25 Satellite Edge Computing for the Internet of Things in Aerospace Wang, Yuxuan Yang, Jun Guo, Xiye Qu, Zhi Sensors (Basel) Article As one of the information industry’s future development directions, the Internet of Things (IoT) has been widely used. In order to reduce the pressure on the network caused by the long distance between the processing platform and the terminal, edge computing provides a new paradigm for IoT applications. In many scenarios, the IoT devices are distributed in remote areas or extreme terrain and cannot be accessed directly through the terrestrial network, and data transmission can only be achieved via satellite. However, traditional satellites are highly customized, and on-board resources are designed for specific applications rather than universal computing. Therefore, we propose to transform the traditional satellite into a space edge computing node. It can dynamically load software in orbit, flexibly share on-board resources, and provide services coordinated with the cloud. The corresponding hardware structure and software architecture of the satellite is presented. Through the modeling analysis and simulation experiments of the application scenarios, the results show that the space edge computing system takes less time and consumes less energy than the traditional satellite constellation. The quality of service is mainly related to the number of satellites, satellite performance, and task offloading strategy. MDPI 2019-10-10 /pmc/articles/PMC6832566/ /pubmed/31658684 http://dx.doi.org/10.3390/s19204375 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Wang, Yuxuan Yang, Jun Guo, Xiye Qu, Zhi Satellite Edge Computing for the Internet of Things in Aerospace |
title | Satellite Edge Computing for the Internet of Things in Aerospace |
title_full | Satellite Edge Computing for the Internet of Things in Aerospace |
title_fullStr | Satellite Edge Computing for the Internet of Things in Aerospace |
title_full_unstemmed | Satellite Edge Computing for the Internet of Things in Aerospace |
title_short | Satellite Edge Computing for the Internet of Things in Aerospace |
title_sort | satellite edge computing for the internet of things in aerospace |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6832566/ https://www.ncbi.nlm.nih.gov/pubmed/31658684 http://dx.doi.org/10.3390/s19204375 |
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