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Accuracy of heart rate variability estimation by photoplethysmography using an smartphone: Processing optimization and fiducial point selection
- Source :
- Recercat. Dipósit de la Recerca de Catalunya, instname, EMBC, UPCommons. Portal del coneixement obert de la UPC, Universitat Politècnica de Catalunya (UPC)
- Publication Year :
- 2016
-
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
- Subjects :
- Pulse Wave Analysis
Computer science
business.industry
Real-time computing
Enginyeria biomèdica [Àrees temàtiques de la UPC]
Enginyeria electrònica [Àrees temàtiques de la UPC]
Signal
Heart Rate
Photoplethysmogram
Heart rate
Pulse wave
Heart rate variability
Monitoratge de pacients
Humans
Computer vision
Enginyeria biomèdica
Artificial intelligence
Smartphone
Fiducial marker
business
Photoplethysmography
Subjects
Details
- ISSN :
- 26940604
- Volume :
- 2015
- Database :
- OpenAIRE
- Journal :
- Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
- Accession number :
- edsair.doi.dedup.....3a411d6f47ed3ac3705a36a82b9d9903