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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2021-01-01
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Online Access: | https://www.mdpi.com/1424-8220/21/3/751 |
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doaj-cb4e9ecbbf9c497381b691016049193e2021-01-23T00:05:48ZengMDPI AGSensors1424-82202021-01-012175175110.3390/s21030751WiMonitor: Continuous Long-Term Human Vitality Monitoring Using Commodity Wi-Fi DevicesXiaopeng Niu0Shengjie Li1Yue Zhang2Zhaopeng Liu3Dan Wu4Rahul C. Shah5Cagri Tanriover6Hong Lu7Daqing Zhang8Key Laboratory of High Confidence Software Technologies (Ministry of Education), School of Electronics Engineering and Computer Science, Peking University, Beijing 100871, ChinaKey Laboratory of High Confidence Software Technologies (Ministry of Education), School of Electronics Engineering and Computer Science, Peking University, Beijing 100871, ChinaKey Laboratory of High Confidence Software Technologies (Ministry of Education), School of Electronics Engineering and Computer Science, Peking University, Beijing 100871, ChinaKey Laboratory of High Confidence Software Technologies (Ministry of Education), School of Electronics Engineering and Computer Science, Peking University, Beijing 100871, ChinaKey Laboratory of High Confidence Software Technologies (Ministry of Education), School of Electronics Engineering and Computer Science, Peking University, Beijing 100871, ChinaIntel Corporation, Santa Clara, CA 95054, USAIntel Corporation, Hillsboro, OR 97124, USAIntel Corporation, Santa Clara, CA 95054, USAKey Laboratory of High Confidence Software Technologies (Ministry of Education), School of Electronics Engineering and Computer Science, Peking University, Beijing 100871, ChinaFor 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.https://www.mdpi.com/1424-8220/21/3/751Wi-Fidevice-freelong-term human vitalityelderly care |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Xiaopeng Niu Shengjie Li Yue Zhang Zhaopeng Liu Dan Wu Rahul C. Shah Cagri Tanriover Hong Lu Daqing Zhang |
spellingShingle |
Xiaopeng Niu Shengjie Li Yue Zhang Zhaopeng Liu Dan Wu Rahul C. Shah Cagri Tanriover Hong Lu Daqing Zhang WiMonitor: Continuous Long-Term Human Vitality Monitoring Using Commodity Wi-Fi Devices Sensors Wi-Fi device-free long-term human vitality elderly care |
author_facet |
Xiaopeng Niu Shengjie Li Yue Zhang Zhaopeng Liu Dan Wu Rahul C. Shah Cagri Tanriover Hong Lu Daqing Zhang |
author_sort |
Xiaopeng Niu |
title |
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_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_sort |
wimonitor: continuous long-term human vitality monitoring using commodity wi-fi devices |
publisher |
MDPI AG |
series |
Sensors |
issn |
1424-8220 |
publishDate |
2021-01-01 |
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. |
topic |
Wi-Fi device-free long-term human vitality elderly care |
url |
https://www.mdpi.com/1424-8220/21/3/751 |
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