Noncontact Sleep Monitoring System Under a Mattress
Sleep quality and duration are critical indicators of individual health. Traditional methods of monitoring them either were limited to the application environment or resulted in discomfort. To overcome these existing limitations, we propose a noncontact sleep monitoring system placed under the mattr...
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doaj-9cc4fca566b049659ffac912b78183362021-08-12T23:00:12ZengIEEEIEEE Access2169-35362021-01-01911120311121310.1109/ACCESS.2021.31022819509492Noncontact Sleep Monitoring System Under a MattressXu Jiao0https://orcid.org/0000-0002-0312-8902Xiaosha Wang1https://orcid.org/0000-0001-8581-668XXiaohang Wang2https://orcid.org/0000-0003-1262-7532Zipeng Liu3https://orcid.org/0000-0002-6905-6745Beijing MicroVibration DataNet Technology Company Ltd., Beijing, ChinaPeking University First Hospital, Beijing, ChinaBeijing MicroVibration DataNet Technology Company Ltd., Beijing, ChinaHaidian District Health Commission of Beijing Municipality, Beijing, ChinaSleep quality and duration are critical indicators of individual health. Traditional methods of monitoring them either were limited to the application environment or resulted in discomfort. To overcome these existing limitations, we propose a noncontact sleep monitoring system placed under the mattress, named SleepMatrix, to provide users with a comprehensive picture of their real-time to long-term health status. SleepMatrix is a sleep monitoring system that consists of two parts: a front-end sensor array and a cloud-edge data processing system. The data-driven system, based on the Internet of Things, can be flexibly deployed in environments from homes to transportation, and a variety of centralized control and monitoring functions can be flexibly deployed under different application scenarios. At the same time, users can view real-time and historical data through supporting applications and understand the sleep monitoring results. SleepMatrix is a complete and systematic sleep monitoring tool that can help people understand their health status and its evolution from a new perspective and therefore may contribute greatly to informing users of potential illnesses.https://ieeexplore.ieee.org/document/9509492/SleepMatrix®sleep monitoringsleep stagethe Internet of Thingsflexible deployment |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Xu Jiao Xiaosha Wang Xiaohang Wang Zipeng Liu |
spellingShingle |
Xu Jiao Xiaosha Wang Xiaohang Wang Zipeng Liu Noncontact Sleep Monitoring System Under a Mattress IEEE Access SleepMatrix® sleep monitoring sleep stage the Internet of Things flexible deployment |
author_facet |
Xu Jiao Xiaosha Wang Xiaohang Wang Zipeng Liu |
author_sort |
Xu Jiao |
title |
Noncontact Sleep Monitoring System Under a Mattress |
title_short |
Noncontact Sleep Monitoring System Under a Mattress |
title_full |
Noncontact Sleep Monitoring System Under a Mattress |
title_fullStr |
Noncontact Sleep Monitoring System Under a Mattress |
title_full_unstemmed |
Noncontact Sleep Monitoring System Under a Mattress |
title_sort |
noncontact sleep monitoring system under a mattress |
publisher |
IEEE |
series |
IEEE Access |
issn |
2169-3536 |
publishDate |
2021-01-01 |
description |
Sleep quality and duration are critical indicators of individual health. Traditional methods of monitoring them either were limited to the application environment or resulted in discomfort. To overcome these existing limitations, we propose a noncontact sleep monitoring system placed under the mattress, named SleepMatrix, to provide users with a comprehensive picture of their real-time to long-term health status. SleepMatrix is a sleep monitoring system that consists of two parts: a front-end sensor array and a cloud-edge data processing system. The data-driven system, based on the Internet of Things, can be flexibly deployed in environments from homes to transportation, and a variety of centralized control and monitoring functions can be flexibly deployed under different application scenarios. At the same time, users can view real-time and historical data through supporting applications and understand the sleep monitoring results. SleepMatrix is a complete and systematic sleep monitoring tool that can help people understand their health status and its evolution from a new perspective and therefore may contribute greatly to informing users of potential illnesses. |
topic |
SleepMatrix® sleep monitoring sleep stage the Internet of Things flexible deployment |
url |
https://ieeexplore.ieee.org/document/9509492/ |
work_keys_str_mv |
AT xujiao noncontactsleepmonitoringsystemunderamattress AT xiaoshawang noncontactsleepmonitoringsystemunderamattress AT xiaohangwang noncontactsleepmonitoringsystemunderamattress AT zipengliu noncontactsleepmonitoringsystemunderamattress |
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1721209211363262464 |