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A Cloud Infrastructure for Large Scale Health Monitoring in Older Adult Care Facilities

Technology development in the sub-field of older adult care has always been on the back-burner compared to other healthcare areas. But with increasing life expectancy, this is poised to change. With the increasing older adult population, the current older adult care facilities and personnel are stru...

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Autores principales: Noh, Yeonsik, David, Uchechukwu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8682172/
http://dx.doi.org/10.1093/geroni/igab046.3653
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author Noh, Yeonsik
David, Uchechukwu
author_facet Noh, Yeonsik
David, Uchechukwu
author_sort Noh, Yeonsik
collection PubMed
description Technology development in the sub-field of older adult care has always been on the back-burner compared to other healthcare areas. But with increasing life expectancy, this is poised to change. With the increasing older adult population, the current older adult care facilities and personnel are struggling to keep up with demand. To address this matter, we proposed a distributed system infrastructure that will enable large-scale monitoring of vital signals and early detection of emergency situations in nursing homes and assisted living communities in this study. The system is mainly comprised of node devices and cloud infrastructure. The node device collects data from multiple users and forwards this data to the cloud service. Communication between the vital-sensing devices on the users and the node device is accomplished using Bluetooth Low-Energy (BLE). The Node device is implemented on a Raspberry Pi Model 3b+ which has built-in BLE capability. A cloud server consists of back-end and front-end components. The back-end handles all the data processing and logical decisions that drive the front-end. The front-end is the interface provided to the end-users, which can monitor all patients in nursing homes at the same time. We examined our system in terms of scalability, real-time operation, cost, and usability and then found that our system provides not only a smart remote monitoring solution that can provide a better aging experience for older adults and their families, but also increase automation in nursing homes leading to a reduction in running cost and an increase in capacity.
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spelling pubmed-86821722021-12-20 A Cloud Infrastructure for Large Scale Health Monitoring in Older Adult Care Facilities Noh, Yeonsik David, Uchechukwu Innov Aging Abstracts Technology development in the sub-field of older adult care has always been on the back-burner compared to other healthcare areas. But with increasing life expectancy, this is poised to change. With the increasing older adult population, the current older adult care facilities and personnel are struggling to keep up with demand. To address this matter, we proposed a distributed system infrastructure that will enable large-scale monitoring of vital signals and early detection of emergency situations in nursing homes and assisted living communities in this study. The system is mainly comprised of node devices and cloud infrastructure. The node device collects data from multiple users and forwards this data to the cloud service. Communication between the vital-sensing devices on the users and the node device is accomplished using Bluetooth Low-Energy (BLE). The Node device is implemented on a Raspberry Pi Model 3b+ which has built-in BLE capability. A cloud server consists of back-end and front-end components. The back-end handles all the data processing and logical decisions that drive the front-end. The front-end is the interface provided to the end-users, which can monitor all patients in nursing homes at the same time. We examined our system in terms of scalability, real-time operation, cost, and usability and then found that our system provides not only a smart remote monitoring solution that can provide a better aging experience for older adults and their families, but also increase automation in nursing homes leading to a reduction in running cost and an increase in capacity. Oxford University Press 2021-12-17 /pmc/articles/PMC8682172/ http://dx.doi.org/10.1093/geroni/igab046.3653 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of The Gerontological Society of America. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Abstracts
Noh, Yeonsik
David, Uchechukwu
A Cloud Infrastructure for Large Scale Health Monitoring in Older Adult Care Facilities
title A Cloud Infrastructure for Large Scale Health Monitoring in Older Adult Care Facilities
title_full A Cloud Infrastructure for Large Scale Health Monitoring in Older Adult Care Facilities
title_fullStr A Cloud Infrastructure for Large Scale Health Monitoring in Older Adult Care Facilities
title_full_unstemmed A Cloud Infrastructure for Large Scale Health Monitoring in Older Adult Care Facilities
title_short A Cloud Infrastructure for Large Scale Health Monitoring in Older Adult Care Facilities
title_sort cloud infrastructure for large scale health monitoring in older adult care facilities
topic Abstracts
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8682172/
http://dx.doi.org/10.1093/geroni/igab046.3653
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