Title :
Preliminary study for localizing c, d and e waves in photoplethysmogram signals
Author :
Elgendi, Mohamed
Author_Institution :
Sch. of Comput. Sci., Univ. of Alberta, Edmonton, AB, Canada
Abstract :
An efficient and robust method based on two moving-average filters followed by a dynamic event-duration threshold was developed to locate c, d and e waves in the acceleration photoplethysmogram (APG) signals. This investigation was the first of its kind to locate c, d and e waves in subjects measured at rest and after exercise. The method detects c, d and e in arrhythmia APG signals that suffer from: 1) non-stationary effects and 2) low signal-to-noise ratios. The performance of the proposed method was tested on 27 records collected in normal and heat-stressed conditions, resulting in a 99.95% sensitivity and 98.35% positive predictivity.
Keywords :
band-pass filters; medical signal processing; photoplethysmography; acceleration photoplethysmogram signals; arrhythmia APG signals; dynamic event-duration threshold; heat-stressed conditions; localizing waves; nonstationary effects; signal-to-noise ratios; two-moving-average filters;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
DOI :
10.1109/EMBC.2014.6943529