Title :
Separate estimation of long- and short-term systolic blood pressure variability from photoplethysmograph
Author :
Kondo, Riho ; Bhuiyan, Md Shoaib ; Kawanaka, Haruki ; Oguri, Koji
Author_Institution :
Grad. Sch. of Inf. Sci. & Technol., Aichi Prefectural Univ., Nagakute, Japan
Abstract :
This paper proposed a method to monitor systolic blood pressure (BP) variability without using a cuff during the daytime. In this method, BP variability of long-term and short-term were separated and estimated respectively from features of phoplethysmograph (PPG) through the use of a frequency filter. Then, total variability was obtained from the combination of long-term and short-term. BP by using a cuff (ground truth) and PPG of nine healthy young subjects were measured during the daytime; then BP variability was estimated from PPG to verify the validity of our method. As a result, the correlation coefficients between measured BP variability and estimated BP variability was improved from r = 0.35 in previous method to r = 0.41 in proposed method. In particular, the estimation results in short-term BP variability showed good accuracy (r = 0.67). This method of estimating BP variability has the potential to be a simple and continuous BP monitoring system during the daytime.
Keywords :
blood pressure measurement; correlation methods; photoplethysmography; continuous BP monitoring system; correlation coefficients; frequency filter; long term systolic blood pressure variability estimation; photoplethysmograph; short term systolic blood pressure variability estimation; Acceleration; Accuracy; Biomedical monitoring; Estimation; Feature extraction; Monitoring; Training;
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.2014.6943970