Title :
Instantaneous frequency analysis of systolic murmur for phonocardiogram
Author :
Yoshida, Hisashi ; Shino, Hideaki ; Yana, Kazuo
Author_Institution :
Dept. of Electron. Syst. & Inf. Eng., Kinki Univ., Osaka, Japan
fDate :
30 Oct-2 Nov 1997
Abstract :
This paper proposes the use of instantaneous frequency for the characterization of phonocardiogram, in the range from the first heart sound to systolic heart sound. The data were collected from nation wide phonocardiogram screening of the elementary school children conducted in Japan. We have estimated instantaneous frequency of the phonocardiogram from averaged Wigner-Ville distribution. The data analysis showed a different change of instantaneous frequency between innocent murmur and pathological murmur. It could provide a new method for classifying the systolic murmur into innocent murmur and pathological murmur
Keywords :
Wigner distribution; bioacoustics; cardiology; frequency-domain analysis; medical signal processing; signal classification; waveform analysis; averaged Wigner-Ville distribution; first heart sound; innocent murmur; instantaneous frequency analysis; pathological murmur; phonocardiogram; systolic heart sound; systolic murmur; Data analysis; Educational institutions; Electrocardiography; Electrons; Equations; Feature extraction; Frequency estimation; Heart; Pediatrics; Signal analysis;
Conference_Titel :
Engineering in Medicine and Biology Society, 1997. Proceedings of the 19th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
Print_ISBN :
0-7803-4262-3
DOI :
10.1109/IEMBS.1997.757033