Cargando…
Feasibility of long-distance heart rate monitoring using transmittance photoplethysmographic imaging (PPGI)
Photoplethysmography (PPG) devices are widely used for monitoring cardiovascular function. However, these devices require skin contact, which restricts their use to at-rest short-term monitoring. Photoplethysmographic imaging (PPGI) has been recently proposed as a non-contact monitoring alternative...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2015
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4594125/ https://www.ncbi.nlm.nih.gov/pubmed/26440644 http://dx.doi.org/10.1038/srep14637 |
_version_ | 1782393411155787776 |
---|---|
author | Amelard, Robert Scharfenberger, Christian Kazemzadeh, Farnoud Pfisterer, Kaylen J. Lin, Bill S. Clausi, David A. Wong, Alexander |
author_facet | Amelard, Robert Scharfenberger, Christian Kazemzadeh, Farnoud Pfisterer, Kaylen J. Lin, Bill S. Clausi, David A. Wong, Alexander |
author_sort | Amelard, Robert |
collection | PubMed |
description | Photoplethysmography (PPG) devices are widely used for monitoring cardiovascular function. However, these devices require skin contact, which restricts their use to at-rest short-term monitoring. Photoplethysmographic imaging (PPGI) has been recently proposed as a non-contact monitoring alternative by measuring blood pulse signals across a spatial region of interest. Existing systems operate in reflectance mode, many of which are limited to short-distance monitoring and are prone to temporal changes in ambient illumination. This paper is the first study to investigate the feasibility of long-distance non-contact cardiovascular monitoring at the supermeter level using transmittance PPGI. For this purpose, a novel PPGI system was designed at the hardware and software level. Temporally coded illumination (TCI) is proposed for ambient correction, and a signal processing pipeline is proposed for PPGI signal extraction. Experimental results show that the processing steps yielded a substantially more pulsatile PPGI signal than the raw acquired signal, resulting in statistically significant increases in correlation to ground-truth PPG in both short- [Image: see text] and long-distance [Image: see text] monitoring. The results support the hypothesis that long-distance heart rate monitoring is feasible using transmittance PPGI, allowing for new possibilities of monitoring cardiovascular function in a non-contact manner. |
format | Online Article Text |
id | pubmed-4594125 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-45941252015-10-13 Feasibility of long-distance heart rate monitoring using transmittance photoplethysmographic imaging (PPGI) Amelard, Robert Scharfenberger, Christian Kazemzadeh, Farnoud Pfisterer, Kaylen J. Lin, Bill S. Clausi, David A. Wong, Alexander Sci Rep Article Photoplethysmography (PPG) devices are widely used for monitoring cardiovascular function. However, these devices require skin contact, which restricts their use to at-rest short-term monitoring. Photoplethysmographic imaging (PPGI) has been recently proposed as a non-contact monitoring alternative by measuring blood pulse signals across a spatial region of interest. Existing systems operate in reflectance mode, many of which are limited to short-distance monitoring and are prone to temporal changes in ambient illumination. This paper is the first study to investigate the feasibility of long-distance non-contact cardiovascular monitoring at the supermeter level using transmittance PPGI. For this purpose, a novel PPGI system was designed at the hardware and software level. Temporally coded illumination (TCI) is proposed for ambient correction, and a signal processing pipeline is proposed for PPGI signal extraction. Experimental results show that the processing steps yielded a substantially more pulsatile PPGI signal than the raw acquired signal, resulting in statistically significant increases in correlation to ground-truth PPG in both short- [Image: see text] and long-distance [Image: see text] monitoring. The results support the hypothesis that long-distance heart rate monitoring is feasible using transmittance PPGI, allowing for new possibilities of monitoring cardiovascular function in a non-contact manner. Nature Publishing Group 2015-10-06 /pmc/articles/PMC4594125/ /pubmed/26440644 http://dx.doi.org/10.1038/srep14637 Text en Copyright © 2015, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Amelard, Robert Scharfenberger, Christian Kazemzadeh, Farnoud Pfisterer, Kaylen J. Lin, Bill S. Clausi, David A. Wong, Alexander Feasibility of long-distance heart rate monitoring using transmittance photoplethysmographic imaging (PPGI) |
title | Feasibility of long-distance heart rate monitoring using transmittance photoplethysmographic imaging (PPGI) |
title_full | Feasibility of long-distance heart rate monitoring using transmittance photoplethysmographic imaging (PPGI) |
title_fullStr | Feasibility of long-distance heart rate monitoring using transmittance photoplethysmographic imaging (PPGI) |
title_full_unstemmed | Feasibility of long-distance heart rate monitoring using transmittance photoplethysmographic imaging (PPGI) |
title_short | Feasibility of long-distance heart rate monitoring using transmittance photoplethysmographic imaging (PPGI) |
title_sort | feasibility of long-distance heart rate monitoring using transmittance photoplethysmographic imaging (ppgi) |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4594125/ https://www.ncbi.nlm.nih.gov/pubmed/26440644 http://dx.doi.org/10.1038/srep14637 |
work_keys_str_mv | AT amelardrobert feasibilityoflongdistanceheartratemonitoringusingtransmittancephotoplethysmographicimagingppgi AT scharfenbergerchristian feasibilityoflongdistanceheartratemonitoringusingtransmittancephotoplethysmographicimagingppgi AT kazemzadehfarnoud feasibilityoflongdistanceheartratemonitoringusingtransmittancephotoplethysmographicimagingppgi AT pfistererkaylenj feasibilityoflongdistanceheartratemonitoringusingtransmittancephotoplethysmographicimagingppgi AT linbills feasibilityoflongdistanceheartratemonitoringusingtransmittancephotoplethysmographicimagingppgi AT clausidavida feasibilityoflongdistanceheartratemonitoringusingtransmittancephotoplethysmographicimagingppgi AT wongalexander feasibilityoflongdistanceheartratemonitoringusingtransmittancephotoplethysmographicimagingppgi |