Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Wang, Yuxuan, Yang, Jun, Guo, Xiye, Qu, Zhi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
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
_version_ 1783466203197472768
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
work_keys_str_mv AT wangyuxuan satelliteedgecomputingfortheinternetofthingsinaerospace
AT yangjun satelliteedgecomputingfortheinternetofthingsinaerospace
AT guoxiye satelliteedgecomputingfortheinternetofthingsinaerospace
AT quzhi satelliteedgecomputingfortheinternetofthingsinaerospace