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An efficient compression technique for Foetal phonocardiogram signals in remote healthcare monitoring systems

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Bibliographic Details
Main Authors: Islam S., Fathi, Mohamed Ali, Ahmed, M. A., Makhlouf
Format: Book
Language:English
Published: Springer 2023
Subjects:
fPCG
RHMs
Online Access:https://link.springer.com/article/10.1007/s11042-022-14259-z
https://dlib.phenikaa-uni.edu.vn/handle/PNK/8313
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spelling oai:localhost:PNK-83132023-04-26T02:45:45Z An efficient compression technique for Foetal phonocardiogram signals in remote healthcare monitoring systems Islam S., Fathi Mohamed Ali, Ahmed M. A., Makhlouf fPCG RHMs CC BY Remote Healthcare Monitoring Systems (RHMs) that employ fetal phonocardiography (fPCG) signals are highly efficient technologies for monitoring continuous and long-term fetal heart rate. Wearable devices used in RHMs still face a challenge that decreases their efficacy in terms of energy consumption because these devices have limited storage and are powered by batteries. This paper proposes an effective fPCG compression algorithm to reduce RHM energy consumption. In the proposed algorithm, the Discrete Orthogonal Charlier Moment (DOCMs) is used to extract features of the signal. The householder orthonormalization method (HOM) is used with the Charlier Moment to overcome the propagation of numerical errors that occur when computing high-order Charlier polynomials. 2023-04-26T02:45:45Z 2023-04-26T02:45:45Z 2022 Book https://link.springer.com/article/10.1007/s11042-022-14259-z https://dlib.phenikaa-uni.edu.vn/handle/PNK/8313 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic fPCG
RHMs
spellingShingle fPCG
RHMs
Islam S., Fathi
Mohamed Ali, Ahmed
M. A., Makhlouf
An efficient compression technique for Foetal phonocardiogram signals in remote healthcare monitoring systems
description CC BY
format Book
author Islam S., Fathi
Mohamed Ali, Ahmed
M. A., Makhlouf
author_facet Islam S., Fathi
Mohamed Ali, Ahmed
M. A., Makhlouf
author_sort Islam S., Fathi
title An efficient compression technique for Foetal phonocardiogram signals in remote healthcare monitoring systems
title_short An efficient compression technique for Foetal phonocardiogram signals in remote healthcare monitoring systems
title_full An efficient compression technique for Foetal phonocardiogram signals in remote healthcare monitoring systems
title_fullStr An efficient compression technique for Foetal phonocardiogram signals in remote healthcare monitoring systems
title_full_unstemmed An efficient compression technique for Foetal phonocardiogram signals in remote healthcare monitoring systems
title_sort efficient compression technique for foetal phonocardiogram signals in remote healthcare monitoring systems
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s11042-022-14259-z
https://dlib.phenikaa-uni.edu.vn/handle/PNK/8313
_version_ 1764268033582301184
score 8.8894005

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