WiFi-based respiration monitoring system based on deep learning and Internet of Things

WiFi-based respiration monitoring system based on deep learning and Internet of Things

In this project, I explore the use of Wi-Fi signal’s Channel State Information to investigate the disrup- tions caused by human motion on the signal propagation path. This analysis enables the estimation of human respiratory rates using Wi-Fi signals and make it possible to develop a non-intrusive...

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Bibliographic Details
Main Author: Li, Jingyuan
Other Authors: Xie Lihua
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2024
Subjects:
Engineering
WiFI
Channel state information
Signal processing
Deep learning
Random forest
Online Access:https://hdl.handle.net/10356/177019
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Institution: Nanyang Technological University
Language: English

Internet

https://hdl.handle.net/10356/177019

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