Millimetre wave radar with machine intelligence for vital sign monitoring

Nowadays, many elderly people need patient care monitoring. Using non-contact vital sign monitoring can provide better information for night caregivers or nurses to improve the efficiency of caring for a large number of patients. In human body sensing applications, traditionally PIR (Pyro-elec...

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Main Author: Qin,Yang
Other Authors: LU Yilong
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2020
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Online Access:https://hdl.handle.net/10356/140279
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1402792023-07-07T18:48:03Z Millimetre wave radar with machine intelligence for vital sign monitoring Qin,Yang LU Yilong School of Electrical and Electronic Engineering eylu@e.ntu.edu.sg Engineering::Electrical and electronic engineering Nowadays, many elderly people need patient care monitoring. Using non-contact vital sign monitoring can provide better information for night caregivers or nurses to improve the efficiency of caring for a large number of patients. In human body sensing applications, traditionally PIR (Pyro-electric Infrared Detector, pyroelectric infrared sensor), camera, and ultrasonic sensors are used, but these detection technologies can only sense primary and secondary movements. The human movement cannot be accurately detected. The new small high-precision radar sensor can already detect extremely small human movements, whether it is main, slight movements, or even breathing movements, and has become a new choice for human detection applications. This project is to talk about the radar with machine intelligence for vital sign monitoring. This report provides some literature review which include some basic radar principles and data processing procedures. Also, this report describes how the hardware and software will be implemented to analyse the radar signal. By analysing those results, we can judge the measurement accuracy under different situations. Therefore, we can clearly know the advantages and limitations of this radar sensor. Bachelor of Engineering (Electrical and Electronic Engineering) 2020-05-27T12:08:41Z 2020-05-27T12:08:41Z 2020 Final Year Project (FYP) https://hdl.handle.net/10356/140279 en P3047-182 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
Qin,Yang
Millimetre wave radar with machine intelligence for vital sign monitoring
description Nowadays, many elderly people need patient care monitoring. Using non-contact vital sign monitoring can provide better information for night caregivers or nurses to improve the efficiency of caring for a large number of patients. In human body sensing applications, traditionally PIR (Pyro-electric Infrared Detector, pyroelectric infrared sensor), camera, and ultrasonic sensors are used, but these detection technologies can only sense primary and secondary movements. The human movement cannot be accurately detected. The new small high-precision radar sensor can already detect extremely small human movements, whether it is main, slight movements, or even breathing movements, and has become a new choice for human detection applications. This project is to talk about the radar with machine intelligence for vital sign monitoring. This report provides some literature review which include some basic radar principles and data processing procedures. Also, this report describes how the hardware and software will be implemented to analyse the radar signal. By analysing those results, we can judge the measurement accuracy under different situations. Therefore, we can clearly know the advantages and limitations of this radar sensor.
author2 LU Yilong
author_facet LU Yilong
Qin,Yang
format Final Year Project
author Qin,Yang
author_sort Qin,Yang
title Millimetre wave radar with machine intelligence for vital sign monitoring
title_short Millimetre wave radar with machine intelligence for vital sign monitoring
title_full Millimetre wave radar with machine intelligence for vital sign monitoring
title_fullStr Millimetre wave radar with machine intelligence for vital sign monitoring
title_full_unstemmed Millimetre wave radar with machine intelligence for vital sign monitoring
title_sort millimetre wave radar with machine intelligence for vital sign monitoring
publisher Nanyang Technological University
publishDate 2020
url https://hdl.handle.net/10356/140279
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