Title :
Adaptive radial artery pulse rate measurement using Piezo film sensor based on ensemble empirical mode decomposition
Author :
Kharrat, Mohamed ; Wakuda, Yuki ; Kobayashi, Shinsuke ; Koshizuka, Noboru ; Sakamura, Ken
Author_Institution :
Grad. Sch. of Interdiscipl. Inf. Studies, Univ. of Tokyo, Tokyo, Japan
Abstract :
This research aims to measure the radial artery pulse rate using Piezo film sensor. Being thin and lightweight, Piezo film can be particularly useful for wearable applications. However, it suffers from different kinds of noises. We use EEMD analyzing method to estimate the radial pulse from the noisy data. Although EEMD is considered to be an adaptive method, it is affected by mode mixing effect limiting its uses. We propose in this paper a Weight Factor Mode (WFM) to limit such an aspect. We conducted experimentation on a data set with various pulse rate (60 to 90 ppm) measured from seven subjects. The obtained results show that we were able to estimate the radial pulse rate in the data set adaptively.
Keywords :
biosensors; blood flow measurement; blood vessels; medical signal processing; piezoelectric thin films; signal denoising; EEMD; Piezo film sensor; adaptive radial artery pulse rate measurement; ensemble empirical mode decomposition; mode mixing effect; wearable applications; weight factor mode; Plethysmography;
Conference_Titel :
Information Technology and Applications in Biomedicine (ITAB), 2010 10th IEEE International Conference on
Conference_Location :
Corfu
Print_ISBN :
978-1-4244-6559-0
DOI :
10.1109/ITAB.2010.5687777