Extraction of FECG based on time frequency blind source separtion and wavelet de-noising

3rd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2009

Volumn , Issue , 2009, Pages

  Ma, Ming ^a   Wang, Ning ^a   Lei, San Ya ^a  

^a First Aeronautic Institute of Air Force   (China)

Author keywords

Blind source separation; Fetal electrocardiogram; Time freqency distribution; Wavelet denoise

Indexed keywords

COHEN'S CLASS; FECG SIGNAL; FETAL ELECTROCARDIOGRAMS; HARD TASK; JOINT DIAGONALIZATION; MIXING MATRIX; NONSTATIONARY; ON TIME; REAL WORLD DATA; RECORDED SIGNALS; TIME FREQENCY DISTRIBUTION; TIME FREQUENCY; TIME-FREQUENCY DISTRIBUTIONS; TWO STAGE; TWO-STAGE METHODS; WAVELET DENOISE; WAVELET DENOISING;

APARTMENT HOUSES; BIOINFORMATICS; SEPARATION; SIGNAL ANALYSIS; WAVELET TRANSFORMS;

BLIND SOURCE SEPARATION;

EID: 72749113384     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICBBE.2009.5162841     Document Type: Conference Paper

References (10)

1. A. Cichocki, S. Amari, Adaptive Blind Signal and Image Processing, Wiley, New York, 2002.
2. A.K. Barros, A. Cichocki, Extraction of specific signals with temporal structure, Neural Comput. Vol.13 (9), 2001, pp.1995-2003.
3. Zhang Z L, Yi Z. Robust extraction of specific signals with temporal structure. Neurocomputing, 2006, Vol.69(7-9), pp.888-893.
4. Zhi-Lin Zhang, Zhang Yi, Extraction of a source signal whose kurtosis value lies in a specific range, Nerocomputing Letters, Vol.69, 2006, pp.900-904.
5. Zhang Z L, Yi Z. Extraction of temporally correlated sources with its application to non-invasive fetal electrocardiogram extraction. Neurocomputing, 2006b, Vol.69(7-9), pp.894-899.
6. Zhi-lin Z, Yalan Y. Extended Barros's extraction algorithm with its application in fetal ECG extraction ,International Conference on Neural Networks and Brain2005, pp.1077-1080.
7. Z. Shi, C. Zhang. "Blind source extraction using generalized autocorrelations," IEEE Trans. Neural Networks,2007,Vol.18(5), 1516-1524.
8. Belouchrani A. and Amin M. "Blind Source Separation Based on Time Frequency Signal Representations"[J]. IEEE Transactions on Signal Processing. 1998, 46(19), pp.2888-2897.
9. Fevotte C, Doncarli C. "Two contributions to blind source separation using time-frequency distributions"[J]. Signal Processing Letters, IEEE Signal Processing Letters, IEEE. 2004, Vol.11(3), pp.386-389.
10. C Burrus, R A Gopinath, H Guo, "Introduction to wavelets and wavelet transforms", Prentice-Hall, 1998.