Detection of sleep apnea episodes from UWB data

Sleep apnea monitoring has significant implications in the medical field. Traditional methods used to achieve this usually involve devices and equipments which directly contact the human subjects. These include polysomnography but these methods are relatively inconvenient, expensive and inefficient....

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Main Author: Zhang, Yang
Other Authors: Tay Wee Peng
Format: Final Year Project
Language:English
Published: 2012
Subjects:
Online Access:http://hdl.handle.net/10356/49600
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-496002023-07-07T16:42:24Z Detection of sleep apnea episodes from UWB data Zhang, Yang Tay Wee Peng School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation Sleep apnea monitoring has significant implications in the medical field. Traditional methods used to achieve this usually involve devices and equipments which directly contact the human subjects. These include polysomnography but these methods are relatively inconvenient, expensive and inefficient. [1] A band new method using a low-power ultra-wideband (UWB) impulse radio signal has been proposed by the previous study group at Nanyang Technological University to provide non-contact measurement of the human subject’s respiratory efforts.This project is an extension of the previous work to explore the potential methods to detect sleep apnea in the human subject’s respiratory movement from the UWB data collected. We aim to find out the change points which imply the possible occurrence of sleep apnea. This has potentially great practical value to enable the UWB system employed in real-time sleep apnea detection. Bachelor of Engineering 2012-05-22T04:27:50Z 2012-05-22T04:27:50Z 2012 2012 Final Year Project (FYP) http://hdl.handle.net/10356/49600 en Nanyang Technological University 114 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation
spellingShingle DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation
Zhang, Yang
Detection of sleep apnea episodes from UWB data
description Sleep apnea monitoring has significant implications in the medical field. Traditional methods used to achieve this usually involve devices and equipments which directly contact the human subjects. These include polysomnography but these methods are relatively inconvenient, expensive and inefficient. [1] A band new method using a low-power ultra-wideband (UWB) impulse radio signal has been proposed by the previous study group at Nanyang Technological University to provide non-contact measurement of the human subject’s respiratory efforts.This project is an extension of the previous work to explore the potential methods to detect sleep apnea in the human subject’s respiratory movement from the UWB data collected. We aim to find out the change points which imply the possible occurrence of sleep apnea. This has potentially great practical value to enable the UWB system employed in real-time sleep apnea detection.
author2 Tay Wee Peng
author_facet Tay Wee Peng
Zhang, Yang
format Final Year Project
author Zhang, Yang
author_sort Zhang, Yang
title Detection of sleep apnea episodes from UWB data
title_short Detection of sleep apnea episodes from UWB data
title_full Detection of sleep apnea episodes from UWB data
title_fullStr Detection of sleep apnea episodes from UWB data
title_full_unstemmed Detection of sleep apnea episodes from UWB data
title_sort detection of sleep apnea episodes from uwb data
publishDate 2012
url http://hdl.handle.net/10356/49600
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