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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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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. |
format | Online Article Text |
id | pubmed-7865764 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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