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User Utility Maximization in Narrowband Internet of Things for Prioritized Healthcare Applications

Narrowband Internet of Things (NB-IoT) is a promising technology for healthcare applications since it reduces the latency necessary in acquiring healthcare data from patients, as well as handling remote patients. Due to the interference, limited bandwidth, and heterogeneity of generated data packets...

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Detalles Bibliográficos
Autores principales: Sultana, Nahar, Huq, Farhana, Razzaque, Md. Abdur, Rahman, Md. Mustafizur
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8838280/
https://www.ncbi.nlm.nih.gov/pubmed/35161937
http://dx.doi.org/10.3390/s22031192
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author Sultana, Nahar
Huq, Farhana
Razzaque, Md. Abdur
Rahman, Md. Mustafizur
author_facet Sultana, Nahar
Huq, Farhana
Razzaque, Md. Abdur
Rahman, Md. Mustafizur
author_sort Sultana, Nahar
collection PubMed
description Narrowband Internet of Things (NB-IoT) is a promising technology for healthcare applications since it reduces the latency necessary in acquiring healthcare data from patients, as well as handling remote patients. Due to the interference, limited bandwidth, and heterogeneity of generated data packets, developing a data transmission framework that offers differentiated Quality of Services (QoS) to the critical and non-critical data packets is challenging. The existing literature studies suffer from insufficient access scheduling considering heterogeneous data packets and relationship among them in healthcare applications. In this paper, we develop an optimal resource allocation framework for NB-IoT that maximizes a user’s utility through event prioritization, rate enhancement, and interference mitigation. The proposed Priority Aware Utility Maximization (PAUM) system also ensures weighted fair access to resources. The suggested system outperforms the state-of-the-art works significantly in terms of utility, delay, and fair resource distribution, according to the findings of the performance analysis performed in NS-3.
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spelling pubmed-88382802022-02-13 User Utility Maximization in Narrowband Internet of Things for Prioritized Healthcare Applications Sultana, Nahar Huq, Farhana Razzaque, Md. Abdur Rahman, Md. Mustafizur Sensors (Basel) Article Narrowband Internet of Things (NB-IoT) is a promising technology for healthcare applications since it reduces the latency necessary in acquiring healthcare data from patients, as well as handling remote patients. Due to the interference, limited bandwidth, and heterogeneity of generated data packets, developing a data transmission framework that offers differentiated Quality of Services (QoS) to the critical and non-critical data packets is challenging. The existing literature studies suffer from insufficient access scheduling considering heterogeneous data packets and relationship among them in healthcare applications. In this paper, we develop an optimal resource allocation framework for NB-IoT that maximizes a user’s utility through event prioritization, rate enhancement, and interference mitigation. The proposed Priority Aware Utility Maximization (PAUM) system also ensures weighted fair access to resources. The suggested system outperforms the state-of-the-art works significantly in terms of utility, delay, and fair resource distribution, according to the findings of the performance analysis performed in NS-3. MDPI 2022-02-04 /pmc/articles/PMC8838280/ /pubmed/35161937 http://dx.doi.org/10.3390/s22031192 Text en © 2022 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 Article
Sultana, Nahar
Huq, Farhana
Razzaque, Md. Abdur
Rahman, Md. Mustafizur
User Utility Maximization in Narrowband Internet of Things for Prioritized Healthcare Applications
title User Utility Maximization in Narrowband Internet of Things for Prioritized Healthcare Applications
title_full User Utility Maximization in Narrowband Internet of Things for Prioritized Healthcare Applications
title_fullStr User Utility Maximization in Narrowband Internet of Things for Prioritized Healthcare Applications
title_full_unstemmed User Utility Maximization in Narrowband Internet of Things for Prioritized Healthcare Applications
title_short User Utility Maximization in Narrowband Internet of Things for Prioritized Healthcare Applications
title_sort user utility maximization in narrowband internet of things for prioritized healthcare applications
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8838280/
https://www.ncbi.nlm.nih.gov/pubmed/35161937
http://dx.doi.org/10.3390/s22031192
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