Title :
Multiresolution analysis of heart sounds
Author :
El-Asir, B. ; Khadra, L. ; Al-Abbasi, A.H. ; Mohammed, M.M.J.
Author_Institution :
Dept. of Electr. Eng., Jordan Univ. of Sci. & Technol., Irbid, Jordan
Abstract :
The wavelet transform, which is a new time-scale technique suitable for transient signal detection is applied to phonocardiogram signals taken from group of patients. It has been shown that using this new technique the separation between normal and abnormal subject could easily be obtained. Moreover, a separation between the high frequency systolic and diastolic murmurs, and the low frequency systolic and diastolic murmurs can be achieved. Furthermore, the temporal location of the auscultatory gap can be detected, which is usually very difficult to discern even to the trained ear
Keywords :
acoustic signal processing; bioacoustics; cardiology; medical signal processing; wavelet transforms; auscultatory gap; diastolic murmur; heart sounds; multiresolution analysis; patient diagnosis; phonocardiogram signal; systolic murmur; time-scale technique; transient signal detection; wavelet transform; Cardiology; Data acquisition; Displays; Electric variables measurement; Electrocardiography; Frequency measurement; Heart valves; Noise measurement; Signal processing; Wavelet analysis;
Conference_Titel :
Electronics, Circuits, and Systems, 1996. ICECS '96., Proceedings of the Third IEEE International Conference on
Conference_Location :
Rodos
Print_ISBN :
0-7803-3650-X
DOI :
10.1109/ICECS.1996.584609