DocumentCode :
77562
Title :
Secondary Peak Detection of PPG Signal for Continuous Cuffless Arterial Blood Pressure Measurement
Author :
Xiaochuan He ; Goubran, Rafik A. ; Liu, Xiaoping P.
Author_Institution :
Dept. of Syst. & Comput. Eng., Carleton Univ., Ottawa, ON, Canada
Volume :
63
Issue :
6
fYear :
2014
fDate :
Jun-14
Firstpage :
1431
Lastpage :
1439
Abstract :
The arterial blood pressure (ABP) is one of the most important physiological parameters for health monitoring. Most of the blood measurement devices in the market determine the ABP through the inflation and the deflation of a cuff controlled by a bladder. This method is very uncomfortable for most of the users and may even cause anxiety, which in turn can affect the blood pressure (BP) (white coat syndrome). This paper investigates a cuffless nonintrusive approach to estimate the BP. The main idea is to measure the pulse transit time (PTT), i.e., the delay between the R-peak of the electrocardiogram (ECG) signal and the following peak of the finger photoplethysmograph (PPG) signal. The main problem of this approach is that when the dicrotic notch of the PPG signal is unobservable, the position and the amplitude of the main peak of the PPG signal will be changed. As a result, the correlation between the BP and the PTT can be affected. To overcome this problem, three types of secondary peak detection methods are designed to reveal the secondary peak from the original PPG signal. Actual ECG, PPG, and the BP measurements extracted from the Multiparameter Intelligent Monitoring in Intensive Care II database that contains clinical signal data reflecting real measurements are used. The results verify that the proposed detection methods improve the correlation relationship between the BP and the PTT, and demonstrate that the adjusted PTT can be used as an indicator of the ABP by removing the dicrotic notch impact on the PPG signal.
Keywords :
blood pressure measurement; electrocardiography; medical signal detection; photoplethysmography; ECG signal R-peak; Multiparameter Intelligent Monitoring in Intensive Care II database; PPG signal dicrotic notch; PPG signal secondary peak detection; arterial blood pressure; blood pressure measurement devices; continuous cuffless ABP measurement; cuffless nonintrusive approach; electrocardiogram signal; finger PPG signal; health monitoring; photoplethysmograph; physiological parameters; pulse transit time; secondary peak detection methods; Biomedical measurement; Correlation; Databases; Electrocardiography; Estimation; MIMICs; Standards; Arterial blood pressure (ABP); Gaussian curve fitting (GCF); dicrotic notch; finger photoplethysmogragh (PPG) signal; pulse transit time (PTT); pulse transit time (PTT).;
fLanguage :
English
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9456
Type :
jour
DOI :
10.1109/TIM.2014.2299524
Filename :
6725634
Link To Document :
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