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A Fog Computing and Cloudlet Based Augmented Reality System for the Industry 4.0 Shipyard

Augmented Reality (AR) is one of the key technologies pointed out by Industry 4.0 as a tool for enhancing the next generation of automated and computerized factories. AR can also help shipbuilding operators, since they usually need to interact with information (e.g., product datasheets, instructions...

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Autores principales: Fernández-Caramés, Tiago M., Fraga-Lamas, Paula, Suárez-Albela, Manuel, Vilar-Montesinos, Miguel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6022113/
https://www.ncbi.nlm.nih.gov/pubmed/29865266
http://dx.doi.org/10.3390/s18061798
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author Fernández-Caramés, Tiago M.
Fraga-Lamas, Paula
Suárez-Albela, Manuel
Vilar-Montesinos, Miguel
author_facet Fernández-Caramés, Tiago M.
Fraga-Lamas, Paula
Suárez-Albela, Manuel
Vilar-Montesinos, Miguel
author_sort Fernández-Caramés, Tiago M.
collection PubMed
description Augmented Reality (AR) is one of the key technologies pointed out by Industry 4.0 as a tool for enhancing the next generation of automated and computerized factories. AR can also help shipbuilding operators, since they usually need to interact with information (e.g., product datasheets, instructions, maintenance procedures, quality control forms) that could be handled easily and more efficiently through AR devices. This is the reason why Navantia, one of the 10 largest shipbuilders in the world, is studying the application of AR (among other technologies) in different shipyard environments in a project called “Shipyard 4.0”. This article presents Navantia’s industrial AR (IAR) architecture, which is based on cloudlets and on the fog computing paradigm. Both technologies are ideal for supporting physically-distributed, low-latency and QoS-aware applications that decrease the network traffic and the computational load of traditional cloud computing systems. The proposed IAR communications architecture is evaluated in real-world scenarios with payload sizes according to demanding Microsoft HoloLens applications and when using a cloud, a cloudlet and a fog computing system. The results show that, in terms of response delay, the fog computing system is the fastest when transferring small payloads (less than 128 KB), while for larger file sizes, the cloudlet solution is faster than the others. Moreover, under high loads (with many concurrent IAR clients), the cloudlet in some cases is more than four times faster than the fog computing system in terms of response delay.
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spelling pubmed-60221132018-07-02 A Fog Computing and Cloudlet Based Augmented Reality System for the Industry 4.0 Shipyard Fernández-Caramés, Tiago M. Fraga-Lamas, Paula Suárez-Albela, Manuel Vilar-Montesinos, Miguel Sensors (Basel) Article Augmented Reality (AR) is one of the key technologies pointed out by Industry 4.0 as a tool for enhancing the next generation of automated and computerized factories. AR can also help shipbuilding operators, since they usually need to interact with information (e.g., product datasheets, instructions, maintenance procedures, quality control forms) that could be handled easily and more efficiently through AR devices. This is the reason why Navantia, one of the 10 largest shipbuilders in the world, is studying the application of AR (among other technologies) in different shipyard environments in a project called “Shipyard 4.0”. This article presents Navantia’s industrial AR (IAR) architecture, which is based on cloudlets and on the fog computing paradigm. Both technologies are ideal for supporting physically-distributed, low-latency and QoS-aware applications that decrease the network traffic and the computational load of traditional cloud computing systems. The proposed IAR communications architecture is evaluated in real-world scenarios with payload sizes according to demanding Microsoft HoloLens applications and when using a cloud, a cloudlet and a fog computing system. The results show that, in terms of response delay, the fog computing system is the fastest when transferring small payloads (less than 128 KB), while for larger file sizes, the cloudlet solution is faster than the others. Moreover, under high loads (with many concurrent IAR clients), the cloudlet in some cases is more than four times faster than the fog computing system in terms of response delay. MDPI 2018-06-02 /pmc/articles/PMC6022113/ /pubmed/29865266 http://dx.doi.org/10.3390/s18061798 Text en © 2018 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
Fernández-Caramés, Tiago M.
Fraga-Lamas, Paula
Suárez-Albela, Manuel
Vilar-Montesinos, Miguel
A Fog Computing and Cloudlet Based Augmented Reality System for the Industry 4.0 Shipyard
title A Fog Computing and Cloudlet Based Augmented Reality System for the Industry 4.0 Shipyard
title_full A Fog Computing and Cloudlet Based Augmented Reality System for the Industry 4.0 Shipyard
title_fullStr A Fog Computing and Cloudlet Based Augmented Reality System for the Industry 4.0 Shipyard
title_full_unstemmed A Fog Computing and Cloudlet Based Augmented Reality System for the Industry 4.0 Shipyard
title_short A Fog Computing and Cloudlet Based Augmented Reality System for the Industry 4.0 Shipyard
title_sort fog computing and cloudlet based augmented reality system for the industry 4.0 shipyard
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6022113/
https://www.ncbi.nlm.nih.gov/pubmed/29865266
http://dx.doi.org/10.3390/s18061798
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