Comparison between blind separation and adaptive noise cancellation techniques for fetal electrocardiogram extraction

IEE Colloquium (Digest)

Volumn , Issue 107, 1999, Pages 1-6

  Zarzoso, Vicente ^a   Nandi, Asoke K ^a  

^a UNIVERSITY OF LIVERPOOL   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

BLIND SOURCE SEPARATION (BSS); FETAL ELECTROCARDIOGRAM (FECG); MATERNAL ECG (MECG); POTENTIAL MEASUREMENTS;

ADAPTIVE FILTERING; ALGORITHMS; ELECTROCARDIOGRAPHY; ELECTRODES; ELECTROMYOGRAPHY; LEAST SQUARES APPROXIMATIONS; MATHEMATICAL MODELS; PROBLEM SOLVING; ROBUSTNESS (CONTROL SYSTEMS); SIGNAL PROCESSING;

ACOUSTIC VARIABLES CONTROL;

EID: 6344222155     PISSN: 09633308     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Conference Paper

References (17)

1. E. Bacharakis, A. K. Nandi and V. Zarzoso, "Foetal ECG Extraction Using Blind Source Separation Methods", in: Proc. EUSIPCO'96, Trieste, Italy, September 10-13, 1996, pp. 395-398.
2. D. Callaerts et al., "Comparison of SVD Methods to Extract the Foetal Electrocardiogram from Cutaneous Electrode Signals", Medical & Biological Engineering & Computing, May 1990, Vol. 28, pp. 217-224.
3. J.-F. Cardoso, "Multidimensional Independent Component Analysis", in: Proc. ICASSP'98, Seattle, May 1998, Vol. IV, pp. 1941-1944.
4. P. Comon, "Independent Component Analysis, A New Concept?", Signal Processing, Vol. 36, No. 3, April 1994, pp. 287-314.
5. G.-O. Glentis, K. Berberidis and S. Theodoridis, "Efficient Least Squares Adaptive Algorithms for FIR Transversal Filtering", IEEE Signal Processing Magazine, Vol. 16, No. 4, July 1999, pp. 13-41.
6. S. Haykin, Adaptive Filter Theory, 3rd Ed., Upper Saddle River, NJ: Prentice Hall, 1996.
7. L. De Lathauwer, B. De Moor and J. Vandewalle, "Blind Source Separation by Higher-Order Singular Value Decomposition", in: Proc. EUSIPCO'94, Edinburgh, Sept. 1994, pp. 175-178.
8. L. De Lathauwer et al., "Fetal Electrocardiogram Extraction by Source Subspace Separation", in: Proc. IEEE Workshop on HOS, Girona, Spain, June 12-14, 1995, pp. 134-138.
9. A. K. Nandi and V. Zarzoso, "Foetal ECG Separation", in: IEE Colloquium on the Use of Model Based Signal Processing Techniques in the Analysis of Biomedical Signals, London, April 16, 1997, No. 9, pp. 8/1-8/6.
10. J. Vanderschoot et al., "Two Methods for Optimal MECG Elimination and FECG Detection from Skin Electrode Signals", IEEE Transactions on Biomedical Engineering, Vol. 34, No. 3, March 1987, pp. 233-243.
11. B. Widrow et al., "Adaptive Noise Cancelling: Principles and Applications", Proceedings of the IEEE, Vol. 63, No. 12, December 1975, pp. 1692-1716.
12. B. Widrow and S. D. Stearns, Adaptive Signal Processing, Englewood Cliffs, NJ: Prentice Hall, 1985.
13. V. Zarzoso, A. K. Nandi and E. Bacharakis, "Maternal and Foetal ECG Separation Using Blind Source Separation Methods", IMA Journal of Mathematics Applied in Medicine & Biology, Vol. 14, No. 3, 1997, pp. 207-225.
14. V. Zarzoso and A. K. Nandi, "Blind Source Separation", in: A. K. Nandi (ed.), Blind Estimation Using Higher-Order Statistics, Boston: Kluwer Academic Publishers, 1999, pp. 167-252.
15. V. Zarzoso and A. K. Nandi, "Blind Separation of Independent Sources for Virtually Any Source Probability Density Function", IEEE Transactions on Signal Processing, Vol. 47, No. 9, September 1999, pp. 2419-2432.
16. V. Zarzoso and A. K. Nandi, "Adaptive Blind Source Separation for Virtually Any Source Probability Density Function", accepted for publication in IEEE Trans. on Signal Processing, 1999.
17. V. Zarzoso and A. K. Nandi, "Non-Invasive Fetal Electrocardiogram Extraction: Blind Separation vs. Adaptive Noise Cancellation", submitted to IEEE Transactions on Biomedical Eng., May 1999.