DocumentCode :
2693897
Title :
Nonlinear analysis of musical lung sounds using the bicoherence index
Author :
Hadjileontiadis, Leontios J. ; Panas, Stavros M.
Author_Institution :
Dept. of Electr. & Comput. Eng., Thessaloniki Univ., Greece
Volume :
3
fYear :
1997
fDate :
30 Oct-2 Nov 1997
Firstpage :
1126
Abstract :
A nonlinear analysis of musical lung sounds based on the bicoherence index is presented in this paper. The detection of quadratic phase coupling between any frequency components of musical lung sounds, by means of third-order statistics and spectra, provides a measure of their nonlinear interaction. This harmonic analysis was conducted on pre-classified signals (wheezes, ronchi, striders) selected from international teaching tapes. The derived results have shown a high degree of deviation from Gaussianity along with quadratic self-coupling within the distinct frequencies of the corresponding power spectrum of musical lung sounds. Differences in the degree of phase coupling, the nonlinearity and non Gaussianity of the processed signals, establish a new field in characterization and feature extraction of the pulmonary pathology associated with musical lung sounds
Keywords :
acoustic signal processing; bioacoustics; feature extraction; harmonic analysis; lung; medical signal processing; spectral analysis; bicoherence index; deviation from Gaussianity; harmonic analysis; higher-order statistics; international teaching tapes; musical lung sounds nonlinear analysis; nonlinear interaction; phase coupling; processed signals nonGaussianity; quadratic phase coupling detection; quadratic self-coupling; ronchi; striders; third-order statistics; wheezes; Couplings; Education; Frequency measurement; Gaussian processes; Harmonic analysis; Lungs; Phase detection; Phase frequency detector; Phase measurement; Statistics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 1997. Proceedings of the 19th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
ISSN :
1094-687X
Print_ISBN :
0-7803-4262-3
Type :
conf
DOI :
10.1109/IEMBS.1997.756551
Filename :
756551
Link To Document :
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