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Decision-Making under Uncertainty for the Deployment of Future Hyperconnected Networks: A Survey †

Among the several emerging dimensioning, control and deployment of future communication network paradigms stands out the human-centric characteristic that creates an intricate relationship between telematics and human activities. The hard to model dynamics of user behavior introduces new uncertainti...

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Detalles Bibliográficos
Autores principales: Alzate-Mejía, Néstor, Santos-Boada, Germán, de Almeida-Amazonas, José Roberto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8198603/
https://www.ncbi.nlm.nih.gov/pubmed/34070841
http://dx.doi.org/10.3390/s21113791
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author Alzate-Mejía, Néstor
Santos-Boada, Germán
de Almeida-Amazonas, José Roberto
author_facet Alzate-Mejía, Néstor
Santos-Boada, Germán
de Almeida-Amazonas, José Roberto
author_sort Alzate-Mejía, Néstor
collection PubMed
description Among the several emerging dimensioning, control and deployment of future communication network paradigms stands out the human-centric characteristic that creates an intricate relationship between telematics and human activities. The hard to model dynamics of user behavior introduces new uncertainties into these systems that give rise to difficult network resource management challenges. According to this context, this work reviews several decision-making computational methods under the influence of uncertainties. This work, by means of a systematic literature review, focuses on sensor-based Internet of Things scenarios such as Smart Spaces and Industry 4.0. According to our conclusions, it is mandatory to establish a means for modeling the human behavior context in order to improve resource assignment and management.
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spelling pubmed-81986032021-06-14 Decision-Making under Uncertainty for the Deployment of Future Hyperconnected Networks: A Survey † Alzate-Mejía, Néstor Santos-Boada, Germán de Almeida-Amazonas, José Roberto Sensors (Basel) Review Among the several emerging dimensioning, control and deployment of future communication network paradigms stands out the human-centric characteristic that creates an intricate relationship between telematics and human activities. The hard to model dynamics of user behavior introduces new uncertainties into these systems that give rise to difficult network resource management challenges. According to this context, this work reviews several decision-making computational methods under the influence of uncertainties. This work, by means of a systematic literature review, focuses on sensor-based Internet of Things scenarios such as Smart Spaces and Industry 4.0. According to our conclusions, it is mandatory to establish a means for modeling the human behavior context in order to improve resource assignment and management. MDPI 2021-05-30 /pmc/articles/PMC8198603/ /pubmed/34070841 http://dx.doi.org/10.3390/s21113791 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Alzate-Mejía, Néstor
Santos-Boada, Germán
de Almeida-Amazonas, José Roberto
Decision-Making under Uncertainty for the Deployment of Future Hyperconnected Networks: A Survey †
title Decision-Making under Uncertainty for the Deployment of Future Hyperconnected Networks: A Survey †
title_full Decision-Making under Uncertainty for the Deployment of Future Hyperconnected Networks: A Survey †
title_fullStr Decision-Making under Uncertainty for the Deployment of Future Hyperconnected Networks: A Survey †
title_full_unstemmed Decision-Making under Uncertainty for the Deployment of Future Hyperconnected Networks: A Survey †
title_short Decision-Making under Uncertainty for the Deployment of Future Hyperconnected Networks: A Survey †
title_sort decision-making under uncertainty for the deployment of future hyperconnected networks: a survey †
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8198603/
https://www.ncbi.nlm.nih.gov/pubmed/34070841
http://dx.doi.org/10.3390/s21113791
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