Accuracy of heart rate variability estimation by photoplethysmography using an smartphone : processing optimization and fiducial point selection

dc.contributor
Universitat Politècnica de Catalunya. Departament d'Enginyeria Electrònica
dc.contributor
Universitat Politècnica de Catalunya. IEB - Instrumentació Electrònica i Biomèdica
dc.contributor.author
Ferrer Mileo, Víctor
dc.contributor.author
Guede Fernández, Federico
dc.contributor.author
Fernández Chimeno, Mireya
dc.contributor.author
Ramos Castro, Juan José
dc.contributor.author
García González, Miguel Ángel
dc.date.issued
2015
dc.identifier
Ferrer, V., Guede, F., Fernandez, M., Ramos, J., Garcia, M. Accuracy of heart rate variability estimation by photoplethysmography using an smartphone : processing optimization and fiducial point selection. A: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. "Proceedings of the Engineering in Medicine and Biology Society (EMBC), 2015". Milan: Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 5700-5703.
dc.identifier
978-1-4244-9270-1
dc.identifier
https://hdl.handle.net/2117/85019
dc.identifier
10.1109/EMBC.2015.7319686
dc.description.abstract
This work compares several fiducial points to detect the arrival of a new pulse in a photoplethysmographic signal using the built-in camera of smartphones or a photoplethysmograph. Also, an optimization process for the signal preprocessing stage has been done. Finally we characterize the error produced when we use the best cutoff frequencies and fiducial point for smartphones and photopletysmograph and compare if the error of smartphones can be reasonably be explained by variations in pulse transit time. The results have revealed that the peak of the first derivative and the minimum of the second derivative of the pulse wave have the lowest error. Moreover, for these points, high pass filtering the signal between 0.1 to 0.8 Hz and low pass around 2.7 Hz or 3.5 Hz are the best cutoff frequencies. Finally, the error in smartphones is slightly higher than in a photoplethysmograph
dc.description.abstract
Postprint (published version)
dc.format
4 p.
dc.format
application/pdf
dc.language
eng
dc.publisher
Institute of Electrical and Electronics Engineers (IEEE)
dc.relation
ieeexplore.ieee.org
dc.rights
http://creativecommons.org/licenses/by-nc-nd/3.0/es/
dc.rights
Open Access
dc.subject
Àrees temàtiques de la UPC::Enginyeria electrònica
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Àrees temàtiques de la UPC::Enginyeria biomèdica
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Enginyeria biomèdica
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Monitoratge de pacients
dc.title
Accuracy of heart rate variability estimation by photoplethysmography using an smartphone : processing optimization and fiducial point selection
dc.type
Conference report


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