DocumentCode
3251431
Title
Wavelet based photoplethysmogram foot delineation for heart rate variability applications
Author
Conn, Nicholas J. ; Borkholder, David A.
Author_Institution
Microsyst. Eng., Rochester Inst. of Technol., Rochester, NY, USA
fYear
2013
fDate
7-7 Dec. 2013
Firstpage
1
Lastpage
5
Abstract
A novel and easily implemented delineation algorithm is presented, which allows the foot of the photoplethsymogram to be located with sufficient accuracy for heart rate variability applications. This algorithm combines classical delineation techniques with the robustness of the wavelet transform. It can be implemented with a set of FIR filters and simple non-adaptive thresholding, making it suitable for real-time ambulatory applications. Results show that the accuracy of the algorithm matches that of a standard electrocardiogram delineation algorithm, the current standard for heart rate variability applications. The algorithm presented herein is also compared against four state-of-the-art delineation algorithms. Using a database that contains exercise data from thirteen patients across six activity levels and 7012 beats, a temporal accuracy of 3.8±2.6 ms (mean±std) was achieved with a sensitivity of 99.29% and a positive predictive value of 99.23%.
Keywords
FIR filters; medical signal processing; photoplethysmography; sensitivity; wavelet transforms; FIR filters; classical delineation techniques; heart rate variability applications; positive predictive value; real-time ambulatory applications; sensitivity; simple nonadaptive thresholding; standard electrocardiogram delineation algorithm; temporal accuracy; wavelet based photoplethysmogram foot delineation; wavelet transform; Accuracy; Electrocardiography; Finite impulse response filters; Foot; Heart rate variability; Sensitivity; Wavelet transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing in Medicine and Biology Symposium (SPMB), 2013 IEEE
Conference_Location
Brooklyn, NY
Type
conf
DOI
10.1109/SPMB.2013.6736782
Filename
6736782
Link To Document