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WiMonitor: Continuous Long-Term Human Vitality Monitoring Using Commodity Wi-Fi Devices

For a large population of elderly who live alone, a continuous long-term daily monitoring system is critical and imminently needed to enhance the quality of their lives. Continuous monitoring of vitality information (i.e., which area the elder is staying in, the motion state and activity intensity o...

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Detalles Bibliográficos
Autores principales: Niu, Xiaopeng, Li, Shengjie, Zhang, Yue, Liu, Zhaopeng, Wu, Dan, Shah, Rahul C., Tanriover, Cagri, Lu, Hong, Zhang, Daqing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7865764/
https://www.ncbi.nlm.nih.gov/pubmed/33499372
http://dx.doi.org/10.3390/s21030751
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author Niu, Xiaopeng
Li, Shengjie
Zhang, Yue
Liu, Zhaopeng
Wu, Dan
Shah, Rahul C.
Tanriover, Cagri
Lu, Hong
Zhang, Daqing
author_facet Niu, Xiaopeng
Li, Shengjie
Zhang, Yue
Liu, Zhaopeng
Wu, Dan
Shah, Rahul C.
Tanriover, Cagri
Lu, Hong
Zhang, Daqing
author_sort Niu, Xiaopeng
collection PubMed
description For a large population of elderly who live alone, a continuous long-term daily monitoring system is critical and imminently needed to enhance the quality of their lives. Continuous monitoring of vitality information (i.e., which area the elder is staying in, the motion state and activity intensity of an elder) is essential for elderly care. In this paper, we use existing commodity Wi-Fi devices to design and implement a long-term device-free human daily vitality system, WiMonitor. Our system can continuously capture the target’s vitality information in a multi-room home environment without compromising the privacy of the target. In a continuous 22-day experiment, WiMonitor successfully captures the human vitality information accurately. We believe our system can provide valuable long-term monitoring data for both researchers and health care personnel.
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spelling pubmed-78657642021-02-07 WiMonitor: Continuous Long-Term Human Vitality Monitoring Using Commodity Wi-Fi Devices Niu, Xiaopeng Li, Shengjie Zhang, Yue Liu, Zhaopeng Wu, Dan Shah, Rahul C. Tanriover, Cagri Lu, Hong Zhang, Daqing Sensors (Basel) Article For a large population of elderly who live alone, a continuous long-term daily monitoring system is critical and imminently needed to enhance the quality of their lives. Continuous monitoring of vitality information (i.e., which area the elder is staying in, the motion state and activity intensity of an elder) is essential for elderly care. In this paper, we use existing commodity Wi-Fi devices to design and implement a long-term device-free human daily vitality system, WiMonitor. Our system can continuously capture the target’s vitality information in a multi-room home environment without compromising the privacy of the target. In a continuous 22-day experiment, WiMonitor successfully captures the human vitality information accurately. We believe our system can provide valuable long-term monitoring data for both researchers and health care personnel. MDPI 2021-01-22 /pmc/articles/PMC7865764/ /pubmed/33499372 http://dx.doi.org/10.3390/s21030751 Text en © 2021 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
Niu, Xiaopeng
Li, Shengjie
Zhang, Yue
Liu, Zhaopeng
Wu, Dan
Shah, Rahul C.
Tanriover, Cagri
Lu, Hong
Zhang, Daqing
WiMonitor: Continuous Long-Term Human Vitality Monitoring Using Commodity Wi-Fi Devices
title WiMonitor: Continuous Long-Term Human Vitality Monitoring Using Commodity Wi-Fi Devices
title_full WiMonitor: Continuous Long-Term Human Vitality Monitoring Using Commodity Wi-Fi Devices
title_fullStr WiMonitor: Continuous Long-Term Human Vitality Monitoring Using Commodity Wi-Fi Devices
title_full_unstemmed WiMonitor: Continuous Long-Term Human Vitality Monitoring Using Commodity Wi-Fi Devices
title_short WiMonitor: Continuous Long-Term Human Vitality Monitoring Using Commodity Wi-Fi Devices
title_sort wimonitor: continuous long-term human vitality monitoring using commodity wi-fi devices
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7865764/
https://www.ncbi.nlm.nih.gov/pubmed/33499372
http://dx.doi.org/10.3390/s21030751
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