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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2017
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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. |
format | Online Article Text |
id | pubmed-5424737 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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