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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Main Authors: Xiaopeng Niu, Shengjie Li, Yue Zhang, Zhaopeng Liu, Dan Wu, Rahul C. Shah, Cagri Tanriover, Hong Lu, Daqing Zhang
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/21/3/751
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spelling 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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