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Managing the Quality of Experience in the Multimedia Internet of Things: A Layered-Based Approach †
This paper addresses the issue of evaluating the Quality of Experience (QoE) for Internet of Things (IoT) applications, with particular attention to the case where multimedia content is involved. A layered IoT architecture is firstly analyzed to understand which QoE influence factors have to be cons...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5191038/ https://www.ncbi.nlm.nih.gov/pubmed/27918437 http://dx.doi.org/10.3390/s16122057 |
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author | Floris, Alessandro Atzori, Luigi |
author_facet | Floris, Alessandro Atzori, Luigi |
author_sort | Floris, Alessandro |
collection | PubMed |
description | This paper addresses the issue of evaluating the Quality of Experience (QoE) for Internet of Things (IoT) applications, with particular attention to the case where multimedia content is involved. A layered IoT architecture is firstly analyzed to understand which QoE influence factors have to be considered in relevant application scenarios. We then introduce the concept of Multimedia IoT (MIoT) and define a layered QoE model aimed at evaluating and combining the contributions of each influence factor to estimate the overall QoE in MIoT applications. Finally, we present a use case related to the remote monitoring of vehicles during driving practices, which is used to validate the proposed layered model, and we discuss a second use case for smart surveillance, to emphasize the generality of the proposed framework. The effectiveness in evaluating classes of influence factors separately is demonstrated. |
format | Online Article Text |
id | pubmed-5191038 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-51910382017-01-03 Managing the Quality of Experience in the Multimedia Internet of Things: A Layered-Based Approach † Floris, Alessandro Atzori, Luigi Sensors (Basel) Article This paper addresses the issue of evaluating the Quality of Experience (QoE) for Internet of Things (IoT) applications, with particular attention to the case where multimedia content is involved. A layered IoT architecture is firstly analyzed to understand which QoE influence factors have to be considered in relevant application scenarios. We then introduce the concept of Multimedia IoT (MIoT) and define a layered QoE model aimed at evaluating and combining the contributions of each influence factor to estimate the overall QoE in MIoT applications. Finally, we present a use case related to the remote monitoring of vehicles during driving practices, which is used to validate the proposed layered model, and we discuss a second use case for smart surveillance, to emphasize the generality of the proposed framework. The effectiveness in evaluating classes of influence factors separately is demonstrated. MDPI 2016-12-02 /pmc/articles/PMC5191038/ /pubmed/27918437 http://dx.doi.org/10.3390/s16122057 Text en © 2016 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 Floris, Alessandro Atzori, Luigi Managing the Quality of Experience in the Multimedia Internet of Things: A Layered-Based Approach † |
title | Managing the Quality of Experience in the Multimedia Internet of Things: A Layered-Based Approach † |
title_full | Managing the Quality of Experience in the Multimedia Internet of Things: A Layered-Based Approach † |
title_fullStr | Managing the Quality of Experience in the Multimedia Internet of Things: A Layered-Based Approach † |
title_full_unstemmed | Managing the Quality of Experience in the Multimedia Internet of Things: A Layered-Based Approach † |
title_short | Managing the Quality of Experience in the Multimedia Internet of Things: A Layered-Based Approach † |
title_sort | managing the quality of experience in the multimedia internet of things: a layered-based approach † |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5191038/ https://www.ncbi.nlm.nih.gov/pubmed/27918437 http://dx.doi.org/10.3390/s16122057 |
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