DocumentCode :
2723191
Title :
Spectral analysis of Carpentier-Edwards prosthetic heart valve sounds in the aortic position using SVD-based methods
Author :
Sava, H.P. ; Bedi, R. ; McDonnell, J.T.E.
Author_Institution :
Dept. of Electr. Eng., Edinburgh Univ., UK
fYear :
1995
fDate :
34759
Firstpage :
42522
Lastpage :
42525
Abstract :
The authors examine the performance of spectral estimation techniques when analysing the spectral content of Carpentier-Edwards (C-E) prosthetic heart valve sounds. The performance of the following methods is analysed: the fast Fourier transform (FFT), Burg algorithm (BA), sinusoidal signal identification, several algorithms for autoregressive moving average modelling, and Prony´s spectral method (PSM). Synthesised second heart sounds were generated to allow a vigorous comparison between all the methods. From the results achieved, it is concluded that parametric methods based on singular value decomposition are generally more appropriate than the FFT and BA algorithm. Amongst these parametric methods, PSM achieves the best results. Results also show that spectral analysis of closing sounds produced by C-E valve in the aortic position represents a useful technique for monitoring the condition of the prosthetic heart valves
Keywords :
bioacoustics; cardiology; fast Fourier transforms; medical signal processing; prosthetics; singular value decomposition; spectral analysis; Burg algorithm; Carpentier-Edwards prosthetic heart valve sounds; Prony´s spectral method; algorithms; aortic position; autoregressive moving average modelling; fast Fourier transform; prosthetic heart valves condition monitoring; sinusoidal signal identification; spectral estimation techniques;
fLanguage :
English
Publisher :
iet
Conference_Titel :
Signal Processing in Cardiography, IEE Colloquium on
Conference_Location :
London
Type :
conf
DOI :
10.1049/ic:19950278
Filename :
478256
Link To Document :
بازگشت