Sleep monitoring by millimeter wave radar sensor

Sleep monitoring system becomes popular in recent years. Heartbeat and respiration are two essential vital sign signals to expose general health conditions during sleep. This project trends a piece of news that happened this year, in China. A senior woman who is leaving alone suffered from a sudden...

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Main Author: Ma, Yuchen
Other Authors: Lu Yilong
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2022
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Online Access:https://hdl.handle.net/10356/159013
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1590132023-07-07T19:30:46Z Sleep monitoring by millimeter wave radar sensor Ma, Yuchen Lu Yilong School of Electrical and Electronic Engineering EYLU@ntu.edu.sg Engineering::Electrical and electronic engineering Sleep monitoring system becomes popular in recent years. Heartbeat and respiration are two essential vital sign signals to expose general health conditions during sleep. This project trends a piece of news that happened this year, in China. A senior woman who is leaving alone suffered from a sudden stroke and could not make any movements. The elderly were rescued after two days, in the same position after falling, after the neighbor scented out the noise. Nowadays, elderlies who are living alone may face the potential risk of sudden heart attack, without any surveillance from their children or doctors. Currently, there are wearable devices that have sleep monitoring functions, but they may cause skin problems such as allergies on sensitive skin. In this project, we proposed to design a contactless sleep m­onitoring system using radar technologies and data processing methods. The sleep monitoring system managed to perform a wireless detection of vital signs, such as heart rate and respiration rate, during sleep. Millimeter rave radar was used to monitor the chest motion, Fourier transform-based methods were applied for frequency resolutions, and band-pass filters were exercised to separate multiple vital sign signals. Besides radar signal processing, we designed a test app for displaying real-time heart rate. In this app, we increased the testing efficiency, by adding buttons to execute, monitor, and plot the data. It will provide a user-friendly sleep heart rate monitoring system, with simpler steps and a more straightforward display. Bachelor of Engineering (Electrical and Electronic Engineering) 2022-06-08T04:35:35Z 2022-06-08T04:35:35Z 2022 Final Year Project (FYP) Ma, Y. (2022). Sleep monitoring by millimeter wave radar sensor. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/159013 https://hdl.handle.net/10356/159013 en A3135-211 application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Electrical and electronic engineering
spellingShingle Engineering::Electrical and electronic engineering
Ma, Yuchen
Sleep monitoring by millimeter wave radar sensor
description Sleep monitoring system becomes popular in recent years. Heartbeat and respiration are two essential vital sign signals to expose general health conditions during sleep. This project trends a piece of news that happened this year, in China. A senior woman who is leaving alone suffered from a sudden stroke and could not make any movements. The elderly were rescued after two days, in the same position after falling, after the neighbor scented out the noise. Nowadays, elderlies who are living alone may face the potential risk of sudden heart attack, without any surveillance from their children or doctors. Currently, there are wearable devices that have sleep monitoring functions, but they may cause skin problems such as allergies on sensitive skin. In this project, we proposed to design a contactless sleep m­onitoring system using radar technologies and data processing methods. The sleep monitoring system managed to perform a wireless detection of vital signs, such as heart rate and respiration rate, during sleep. Millimeter rave radar was used to monitor the chest motion, Fourier transform-based methods were applied for frequency resolutions, and band-pass filters were exercised to separate multiple vital sign signals. Besides radar signal processing, we designed a test app for displaying real-time heart rate. In this app, we increased the testing efficiency, by adding buttons to execute, monitor, and plot the data. It will provide a user-friendly sleep heart rate monitoring system, with simpler steps and a more straightforward display.
author2 Lu Yilong
author_facet Lu Yilong
Ma, Yuchen
format Final Year Project
author Ma, Yuchen
author_sort Ma, Yuchen
title Sleep monitoring by millimeter wave radar sensor
title_short Sleep monitoring by millimeter wave radar sensor
title_full Sleep monitoring by millimeter wave radar sensor
title_fullStr Sleep monitoring by millimeter wave radar sensor
title_full_unstemmed Sleep monitoring by millimeter wave radar sensor
title_sort sleep monitoring by millimeter wave radar sensor
publisher Nanyang Technological University
publishDate 2022
url https://hdl.handle.net/10356/159013
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