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...

Full description

Bibliographic Details
Main Authors: Xu Jiao, Xiaosha Wang, Xiaohang Wang, Zipeng Liu
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9509492/
id doaj-9cc4fca566b049659ffac912b7818336
record_format Article
spelling 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
_version_ 1721209211363262464