Wearable Sleepcare Kit: Analysis and Prevention of Sleep Apnea Symptoms in Real-Time

Obstructive sleep apnea (OSA), although it is a common symptom for ordinary people, is a serious issue in that it can lead to chronic and degenerative brain disease. However, these sleep disorders and apnea symptoms are difficult to diagnose at home or to recognize and cope with severe apnea situati...

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Main Authors: Yeong Jun Jeon, Soon Ju Kang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8703103/
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spelling doaj-6af8a26303074c9d8db0782cdf06ed4c2021-03-29T22:49:55ZengIEEEIEEE Access2169-35362019-01-017606346064910.1109/ACCESS.2019.29138498703103Wearable Sleepcare Kit: Analysis and Prevention of Sleep Apnea Symptoms in Real-TimeYeong Jun Jeon0https://orcid.org/0000-0001-7465-5999Soon Ju Kang1School of Electronics Engineering, Kyungpook National University, Daegu, South KoreaSchool of Electronics Engineering, Kyungpook National University, Daegu, South KoreaObstructive sleep apnea (OSA), although it is a common symptom for ordinary people, is a serious issue in that it can lead to chronic and degenerative brain disease. However, these sleep disorders and apnea symptoms are difficult to diagnose at home or to recognize and cope with severe apnea situations. In response to this, we developed a Sleepcare Kit, an integrated wearable device. The Sleepcare Kit is a wearable distributed system in which the PAAR band and the bio-cradle are combined in the form of a hot plug-in without pre-setting. The PAAR band serves as a gateway for wireless communication with external devices and adjusts initial setting values for various sensors of the bio-cradle. Bio-cradle continuously measures/stores multiple bio-signals (PPG/SPO2, respiration, 3axis-acc, and body temperature) and analyzes the signal data to determine sleep quality and emergency situation in real-time. Although it is a set of small wearable devices, the kit itself diagnoses sleep quality on a real-time base without any external computing assistance while he/she is asleep. Simultaneously, it analyzes the gathered hypopnea and apnea data in real time and calculates the apnea risk phase. Moreover, according to the apnea risk phase, it can inform the wearer or guardian about the danger through the smartphone or smart-speaker. In this paper, we will discuss the algorithm that is used for the detection of sleep apnea in Sleepcare Kit, as well as the software platform for continuous measurement and synchronization of various bio-signals in real time. Moreover, we evaluated the accuracy of the system by comparing the obtained results with the polysomnography equipment used in hospitals.https://ieeexplore.ieee.org/document/8703103/Wearable devicehealthcaresleep apneahypopneabody-area network
collection DOAJ
language English
format Article
sources DOAJ
author Yeong Jun Jeon
Soon Ju Kang
spellingShingle Yeong Jun Jeon
Soon Ju Kang
Wearable Sleepcare Kit: Analysis and Prevention of Sleep Apnea Symptoms in Real-Time
IEEE Access
Wearable device
healthcare
sleep apnea
hypopnea
body-area network
author_facet Yeong Jun Jeon
Soon Ju Kang
author_sort Yeong Jun Jeon
title Wearable Sleepcare Kit: Analysis and Prevention of Sleep Apnea Symptoms in Real-Time
title_short Wearable Sleepcare Kit: Analysis and Prevention of Sleep Apnea Symptoms in Real-Time
title_full Wearable Sleepcare Kit: Analysis and Prevention of Sleep Apnea Symptoms in Real-Time
title_fullStr Wearable Sleepcare Kit: Analysis and Prevention of Sleep Apnea Symptoms in Real-Time
title_full_unstemmed Wearable Sleepcare Kit: Analysis and Prevention of Sleep Apnea Symptoms in Real-Time
title_sort wearable sleepcare kit: analysis and prevention of sleep apnea symptoms in real-time
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2019-01-01
description Obstructive sleep apnea (OSA), although it is a common symptom for ordinary people, is a serious issue in that it can lead to chronic and degenerative brain disease. However, these sleep disorders and apnea symptoms are difficult to diagnose at home or to recognize and cope with severe apnea situations. In response to this, we developed a Sleepcare Kit, an integrated wearable device. The Sleepcare Kit is a wearable distributed system in which the PAAR band and the bio-cradle are combined in the form of a hot plug-in without pre-setting. The PAAR band serves as a gateway for wireless communication with external devices and adjusts initial setting values for various sensors of the bio-cradle. Bio-cradle continuously measures/stores multiple bio-signals (PPG/SPO2, respiration, 3axis-acc, and body temperature) and analyzes the signal data to determine sleep quality and emergency situation in real-time. Although it is a set of small wearable devices, the kit itself diagnoses sleep quality on a real-time base without any external computing assistance while he/she is asleep. Simultaneously, it analyzes the gathered hypopnea and apnea data in real time and calculates the apnea risk phase. Moreover, according to the apnea risk phase, it can inform the wearer or guardian about the danger through the smartphone or smart-speaker. In this paper, we will discuss the algorithm that is used for the detection of sleep apnea in Sleepcare Kit, as well as the software platform for continuous measurement and synchronization of various bio-signals in real time. Moreover, we evaluated the accuracy of the system by comparing the obtained results with the polysomnography equipment used in hospitals.
topic Wearable device
healthcare
sleep apnea
hypopnea
body-area network
url https://ieeexplore.ieee.org/document/8703103/
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AT soonjukang wearablesleepcarekitanalysisandpreventionofsleepapneasymptomsinrealtime
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