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An Interoperable Component-Based Architecture for Data-Driven IoT System
The advancement of the Internet of Things (IoT) as a solution in diverse application domains has nurtured the expansion in the number of devices and data volume. Multiple platforms and protocols have been introduced and resulted in high device ubiquity and heterogeneity. However, currently available...
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/PMC6832394/ https://www.ncbi.nlm.nih.gov/pubmed/31600904 http://dx.doi.org/10.3390/s19204354 |
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author | Lo, Sin Kit Liew, Chee Sun Tey, Kok Soon Mekhilef, Saad |
author_facet | Lo, Sin Kit Liew, Chee Sun Tey, Kok Soon Mekhilef, Saad |
author_sort | Lo, Sin Kit |
collection | PubMed |
description | The advancement of the Internet of Things (IoT) as a solution in diverse application domains has nurtured the expansion in the number of devices and data volume. Multiple platforms and protocols have been introduced and resulted in high device ubiquity and heterogeneity. However, currently available IoT architectures face challenges to accommodate the diversity in IoT devices or services operating under different operating systems and protocols. In this paper, we propose a new IoT architecture that utilizes the component-based design approach to create and define the loosely-coupled, standalone but interoperable service components for IoT systems. Furthermore, a data-driven feedback function is included as a key feature of the proposed architecture to enable a greater degree of system automation and to reduce the dependency on mankind for data analysis and decision-making. The proposed architecture aims to tackle device interoperability, system reusability and the lack of data-driven functionality issues. Using a real-world use case on a proof-of-concept prototype, we examined the viability and usability of the proposed architecture. |
format | Online Article Text |
id | pubmed-6832394 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-68323942019-11-21 An Interoperable Component-Based Architecture for Data-Driven IoT System Lo, Sin Kit Liew, Chee Sun Tey, Kok Soon Mekhilef, Saad Sensors (Basel) Article The advancement of the Internet of Things (IoT) as a solution in diverse application domains has nurtured the expansion in the number of devices and data volume. Multiple platforms and protocols have been introduced and resulted in high device ubiquity and heterogeneity. However, currently available IoT architectures face challenges to accommodate the diversity in IoT devices or services operating under different operating systems and protocols. In this paper, we propose a new IoT architecture that utilizes the component-based design approach to create and define the loosely-coupled, standalone but interoperable service components for IoT systems. Furthermore, a data-driven feedback function is included as a key feature of the proposed architecture to enable a greater degree of system automation and to reduce the dependency on mankind for data analysis and decision-making. The proposed architecture aims to tackle device interoperability, system reusability and the lack of data-driven functionality issues. Using a real-world use case on a proof-of-concept prototype, we examined the viability and usability of the proposed architecture. MDPI 2019-10-09 /pmc/articles/PMC6832394/ /pubmed/31600904 http://dx.doi.org/10.3390/s19204354 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 Lo, Sin Kit Liew, Chee Sun Tey, Kok Soon Mekhilef, Saad An Interoperable Component-Based Architecture for Data-Driven IoT System |
title | An Interoperable Component-Based Architecture for Data-Driven IoT System |
title_full | An Interoperable Component-Based Architecture for Data-Driven IoT System |
title_fullStr | An Interoperable Component-Based Architecture for Data-Driven IoT System |
title_full_unstemmed | An Interoperable Component-Based Architecture for Data-Driven IoT System |
title_short | An Interoperable Component-Based Architecture for Data-Driven IoT System |
title_sort | interoperable component-based architecture for data-driven iot system |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6832394/ https://www.ncbi.nlm.nih.gov/pubmed/31600904 http://dx.doi.org/10.3390/s19204354 |
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