Title :
Robust heart rate measurement with phonocardiogram by on-line template extraction and matching
Author :
Chen, Yu-Hsin ; Chen, Hong-Hui ; Chen, Tung-Chien ; Chen, Liang-Gee
Author_Institution :
DSP/IC Lab., Nat. Taiwan Univ., Taipei, Taiwan
fDate :
Aug. 30 2011-Sept. 3 2011
Abstract :
As health care becomes popular, daily monitoring of health-status related parameters, including the heart rate (HR), is getting more and more valued. An easy, comfortable and robust solution is therefore an important issue. Phonocardiogram (PCG) is a physiological signal reflecting the cardiovascular status. It could be recorded by microphone-equipped on-hand devices, like the smartphone, even without direct skin contact. However, high inter- and intra-variance of PCG make its processing challenging. For PCG-based HR measurement, a robust method is still strongly required. In this paper, we propose a HR measurement algorithm on the processing of PCG that uses on-line template extraction and matching. Through several experiments where traditional methods cannot effectively handle, the robustness of our method is verified by its accurate HR measurement results.
Keywords :
acoustic signal processing; biomedical measurement; cardiovascular system; health care; medical signal processing; microphones; patient monitoring; phonocardiography; smart phones; cardiovascular status; health care; health status monitoring; heart rate measurement; microphone-equipped on-hand devices; on-line template extraction; on-line template matching; phonocardiogram; physiological signal reflection; smartphone; Decision making; Heart beat; Niobium; Noise; Robustness; Adult; Algorithms; Diagnosis, Computer-Assisted; Female; Heart Murmurs; Heart Rate; Humans; Male; Pattern Recognition, Automated; Phonocardiography; Reproducibility of Results; Sensitivity and Specificity; Sound Spectrography; Young Adult;
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2011.6090552