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Blockwise PPG Enhancement Based on Time-Variant Zero-Phase Harmonic Notch Filtering

So far, many approaches have been developed for motion artifact (MA) reduction from photoplethysmogram (PPG). Specifically, single-input MA reduction methods are useful to apply wearable and mobile healthcare systems because of their low hardware costs and simplicity. However, most of them are insuf...

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Detalles Bibliográficos
Autores principales: Park, Chanki, Shin, Hyunsoon, Lee, Boreom
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5424737/
https://www.ncbi.nlm.nih.gov/pubmed/28420086
http://dx.doi.org/10.3390/s17040860
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author Park, Chanki
Shin, Hyunsoon
Lee, Boreom
author_facet Park, Chanki
Shin, Hyunsoon
Lee, Boreom
author_sort Park, Chanki
collection PubMed
description So far, many approaches have been developed for motion artifact (MA) reduction from photoplethysmogram (PPG). Specifically, single-input MA reduction methods are useful to apply wearable and mobile healthcare systems because of their low hardware costs and simplicity. However, most of them are insufficiently developed to be used in real-world situations, and they suffer from a phase distortion problem. In this study, we propose a novel single-input MA reduction algorithm based on time-variant forward-backward harmonic notch filtering. To verify the proposed method, we collected real PPG data corrupted by MA and compared it with existing single-input MA reduction methods. In conclusion, the proposed zero-phase line enhancer (ZLE) was found to be superior for MA reduction and exhibited zero phase response.
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spelling pubmed-54247372017-05-12 Blockwise PPG Enhancement Based on Time-Variant Zero-Phase Harmonic Notch Filtering Park, Chanki Shin, Hyunsoon Lee, Boreom Sensors (Basel) Article So far, many approaches have been developed for motion artifact (MA) reduction from photoplethysmogram (PPG). Specifically, single-input MA reduction methods are useful to apply wearable and mobile healthcare systems because of their low hardware costs and simplicity. However, most of them are insufficiently developed to be used in real-world situations, and they suffer from a phase distortion problem. In this study, we propose a novel single-input MA reduction algorithm based on time-variant forward-backward harmonic notch filtering. To verify the proposed method, we collected real PPG data corrupted by MA and compared it with existing single-input MA reduction methods. In conclusion, the proposed zero-phase line enhancer (ZLE) was found to be superior for MA reduction and exhibited zero phase response. MDPI 2017-04-14 /pmc/articles/PMC5424737/ /pubmed/28420086 http://dx.doi.org/10.3390/s17040860 Text en © 2017 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Park, Chanki
Shin, Hyunsoon
Lee, Boreom
Blockwise PPG Enhancement Based on Time-Variant Zero-Phase Harmonic Notch Filtering
title Blockwise PPG Enhancement Based on Time-Variant Zero-Phase Harmonic Notch Filtering
title_full Blockwise PPG Enhancement Based on Time-Variant Zero-Phase Harmonic Notch Filtering
title_fullStr Blockwise PPG Enhancement Based on Time-Variant Zero-Phase Harmonic Notch Filtering
title_full_unstemmed Blockwise PPG Enhancement Based on Time-Variant Zero-Phase Harmonic Notch Filtering
title_short Blockwise PPG Enhancement Based on Time-Variant Zero-Phase Harmonic Notch Filtering
title_sort blockwise ppg enhancement based on time-variant zero-phase harmonic notch filtering
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5424737/
https://www.ncbi.nlm.nih.gov/pubmed/28420086
http://dx.doi.org/10.3390/s17040860
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AT leeboreom blockwiseppgenhancementbasedontimevariantzerophaseharmonicnotchfiltering