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A novel low-complexity digital filter design for wearable ECG devices

Wearable and implantable Electrocardiograph (ECG) devices are becoming prevailing tools for continuous real-time personal health monitoring. The ECG signal can be contaminated by various types of noise and artifacts (e.g., powerline interference, baseline wandering) that must be removed or suppresse...

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Detalles Bibliográficos
Autores principales: Asgari, Shadnaz, Mehrnia, Alireza
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5383230/
https://www.ncbi.nlm.nih.gov/pubmed/28384272
http://dx.doi.org/10.1371/journal.pone.0175139
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author Asgari, Shadnaz
Mehrnia, Alireza
author_facet Asgari, Shadnaz
Mehrnia, Alireza
author_sort Asgari, Shadnaz
collection PubMed
description Wearable and implantable Electrocardiograph (ECG) devices are becoming prevailing tools for continuous real-time personal health monitoring. The ECG signal can be contaminated by various types of noise and artifacts (e.g., powerline interference, baseline wandering) that must be removed or suppressed for accurate ECG signal processing. Limited device size, power consumption and cost are critical issues that need to be carefully considered when designing any portable health monitoring device, including a battery-powered ECG device. This work presents a novel low-complexity noise suppression reconfigurable finite impulse response (FIR) filter structure for wearable ECG and heart monitoring devices. The design relies on a recently introduced optimally-factored FIR filter method. The new filter structure and several of its useful features are presented in detail. We also studied the hardware complexity of the proposed structure and compared it with the state-of-the-art. The results showed that the new ECG filter has a lower hardware complexity relative to the state-of-the-art ECG filters.
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spelling pubmed-53832302017-05-03 A novel low-complexity digital filter design for wearable ECG devices Asgari, Shadnaz Mehrnia, Alireza PLoS One Research Article Wearable and implantable Electrocardiograph (ECG) devices are becoming prevailing tools for continuous real-time personal health monitoring. The ECG signal can be contaminated by various types of noise and artifacts (e.g., powerline interference, baseline wandering) that must be removed or suppressed for accurate ECG signal processing. Limited device size, power consumption and cost are critical issues that need to be carefully considered when designing any portable health monitoring device, including a battery-powered ECG device. This work presents a novel low-complexity noise suppression reconfigurable finite impulse response (FIR) filter structure for wearable ECG and heart monitoring devices. The design relies on a recently introduced optimally-factored FIR filter method. The new filter structure and several of its useful features are presented in detail. We also studied the hardware complexity of the proposed structure and compared it with the state-of-the-art. The results showed that the new ECG filter has a lower hardware complexity relative to the state-of-the-art ECG filters. Public Library of Science 2017-04-06 /pmc/articles/PMC5383230/ /pubmed/28384272 http://dx.doi.org/10.1371/journal.pone.0175139 Text en © 2017 Asgari, Mehrnia http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Asgari, Shadnaz
Mehrnia, Alireza
A novel low-complexity digital filter design for wearable ECG devices
title A novel low-complexity digital filter design for wearable ECG devices
title_full A novel low-complexity digital filter design for wearable ECG devices
title_fullStr A novel low-complexity digital filter design for wearable ECG devices
title_full_unstemmed A novel low-complexity digital filter design for wearable ECG devices
title_short A novel low-complexity digital filter design for wearable ECG devices
title_sort novel low-complexity digital filter design for wearable ecg devices
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5383230/
https://www.ncbi.nlm.nih.gov/pubmed/28384272
http://dx.doi.org/10.1371/journal.pone.0175139
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