Cargando…
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...
Autores principales: | , , , |
---|---|
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 |
_version_ | 1784650088455340032 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8838280 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT sultananahar userutilitymaximizationinnarrowbandinternetofthingsforprioritizedhealthcareapplications AT huqfarhana userutilitymaximizationinnarrowbandinternetofthingsforprioritizedhealthcareapplications AT razzaquemdabdur userutilitymaximizationinnarrowbandinternetofthingsforprioritizedhealthcareapplications AT rahmanmdmustafizur userutilitymaximizationinnarrowbandinternetofthingsforprioritizedhealthcareapplications |