THE FAST FOURIER TRANSFORM AND THE CONTINUOUS WAVELET TRANSFORM ANALYSIS OF THE PHONOCARDIOGRAM SIGNAL

被引:10
作者
Debbal, S. M. [1 ]
Bereksi-Reguig, F. [1 ]
Tani, A. Meziane [2 ]
机构
[1] Univ Abou Bekr Belkaid Tlemcen, Fac Sci Ingenieur, Dept Elect, Genie Biomed Lab GBM, Tilimsen 13000, Algeria
[2] Teaching Hosp Tlemcen, Tilimsen, Algeria
关键词
Phonocardiogram; cardiacs sound; time-frequency analysis; signal analysis; FFT; continuous wavelet transform (CWT);
D O I
10.1142/S0219519404001028
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
This paper is concerned with a synthesis study of the fast Fourier transform (FFT) and the continuous wavelet transform (CWT) in analysing the phonocardiogram signal (PCG). It is shown that the continuous wavelet transform provides enough features of the PCG signals that will help clinics to obtain qualitative and quantitative measurements of the time-frequency PCG signal characteristics and consequently aid to diagnosis. Similary, it is shown that the frequency content of such a signal can be determined by the FFT without difficulties.
引用
收藏
页码:257 / 272
页数:16
相关论文
共 19 条
[1]   Time-frequency and time-scale techniques for the classification of native and bioprosthetic heart valve sounds [J].
Bentley, PM ;
Grant, PM ;
McDonnell, JTE .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1998, 45 (01) :125-128
[2]  
Boashas B, 1993, ADV SPECTRUM ESTIMAT
[3]  
Coubes M, 1989, WAVELETS TIME FREQUE
[4]  
Djebbari A, 1999, THESIS U ABOUBEKR BE, P18
[5]   PHYSICAL CHARACTERISTICS OF SOUND AND HEARING [J].
FEIGEN, LP .
AMERICAN JOURNAL OF CARDIOLOGY, 1971, 28 (02) :130-&
[6]  
Grossmann A., 1982, P INT C APPL, P475
[7]  
Grossmann A., 1987, Adv. Electron. Electron. Phys., V19, P298
[8]   A 3-CHANNEL MICROCOMPUTER SYSTEM FOR SEGMENTATION AND CHARACTERIZATION OF THE PHONOCARDIOGRAM [J].
LEHNER, RJ ;
RANGAYYAN, RM .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1987, 34 (06) :485-489
[9]   Analysis of the second heart sound for diagnosis of paediatric heart disease [J].
Leung, TS ;
White, PR ;
Cook, J ;
Collis, WB ;
Brown, E ;
Salmon, AP .
IEE PROCEEDINGS-SCIENCE MEASUREMENT AND TECHNOLOGY, 1998, 145 (06) :285-290
[10]  
LUISADA AA, 1972, SOUNDS NORMAL HEART