Please use this identifier to cite or link to this item: http://docs.prosentient.com.au/prosentientjspui/handle/1/10267
Title: Frequency analysis of photoplethysmogram and its derivatives.
Authors: Elgendi, Mohamed
Fletcher, Richard R
Norton, Ian
Brearley, Matt
Abbott, Derek
Lovell, Nigel H
Schuurmans, Dale
Affiliation: Electrical and Computer Engineering in Medicine Group, University of British Columbia, Vancouver, British Columbia, Canada; Department of Computing Science, University of Alberta, Edmonton, Canada. Electronic address: moe.elgendi@gmail.com..
D-Lab, Massachusetts Institute of Technology, Boston, USA..
National Critical Care and Trauma Response Centre, Darwin, Australia..
National Critical Care and Trauma Response Centre, Darwin, Australia..
School of Electrical and Electronic Engineering, University of Adelaide, Adelaide, Australia..
Graduate School of Biomedical Engineering, University of New South Wales, Sydney, Australia..
Department of Computing Science, University of Alberta, Edmonton, Canada..
Issue Date: Dec-2015
Citation: Computer methods and programs in biomedicine 2015-12; 122(3): 503-12
Abstract: There are a limited number of studies on heat stress dynamics during exercise using the photoplethysmogram (PPG). We investigate the PPG signal and its derivatives for heat stress assessment using Welch (non-parametric) and autoregressive (parametric) spectral estimation methods. The preliminary results of this study indicate that applying the first and second derivatives to PPG waveforms is useful for determining heat stress level using 20-s recordings. Interestingly, Welch's and Yule-Walker's methods in agreement that the second derivative is an improved detector for heat stress. In fact, both spectral estimation methods showed a clear separation in the frequency domain between measurements before and after simulated heat-stress induction when the second derivative is applied. Moreover, the results demonstrate superior performance of the Welch's method over the Yule-Walker's method in separating before and after the three simulated heat-stress inductions.
URI: http://docs.prosentient.com.au/prosentientjspui/handle/1/10267
DOI: 10.1016/j.cmpb.2015.09.021
Type: Letter
Subjects: Affordable healthcare
Heat stress
Hot environment
Adult
Female
Heat Stress Disorders
Humans
Male
Photoplethysmography
Appears in Collections:NT Health digital library

Files in This Item:
There are no files associated with this item.


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.