Fetal ECG extraction from single-channel maternal ECG using singular value decomposition

IEEE Transactions on Biomedical Engineering

Volumn 44, Issue 1, 1997, Pages 51-59

  Kanjilal, Partha Pratim ^a   Palit, Sarbani ^a   Saha, Goutam ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY   (India)

Author keywords

Cardiography; fetal ECG; orthogonal transformation; pattern estimation; periodic processes; singular value decomposition; spectral analysis

Indexed keywords

ARTICLE; CARDIOGRAPHY; FETUS ELECTROCARDIOGRAPHY; NOISE; SPECTROSCOPY;

ARTIFACTS; ELECTROCARDIOGRAPHY; ELECTRODES; FEMALE; FETAL HEART; HUMANS; MONTE CARLO METHOD; PREGNANCY; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 0031021890     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/10.553712     Document Type: Article

References (21)

1. B. Widrow, J. M. McCool, J. Kanmitz, C. Williams, R. Hearn, J. Zeidler, E. Dong, and R. Goodlin, "Adaptive noise cancelling: Principles and applications," in Proc. IEEE, 1975, vol. 63, ho'.. 12, pp. 1692-1716.
2. R.. L, Longini, T. A. Reichert, I. M. Yu, and. J. S, Crowley, "Nearorthogonal basis functions: A real time fetal ECG technique," IEEE Trans. Biomed. Eng., vol. BME24, pp. 39-43, 1977.
3. J. H. Van Bemmel, "Detection of weak electrocardiograms by autocorrelation, and cross correlation envelopes," IEEE Trans. Biomed. Eng., vol. BME15, pp. 17-23, 1968.
4. P. Bergveld and W. J. H. Meijer, "A new technique' for the suppression of the MECG," IEEE Trans. Biomed. Eng., voL:BME28, pp. 348-354, 1981.
5. A. Van Oosterom, "Spatial filtering of the fetal electrocardiogram," J. ' Perinatal Med., vol. 14, pp. 411-419, 1986.
6. J. Vanderschoot, D. Callaerts, W. Sansen, J. Vandewalle, G. Vantrappen, and J. Janssens, "Two methods for optimal MECG elimination and FECG detection from skin electrode signals,".IEEE Trans. Biomed. Eng., vol. BME34, pp. 233-243, 1987.
7. D. Callaerts, J. Vanderschoot, J. Vandewalle, W. Sansen, G. Vantrappen, and J. Janssens, "An adaptive on-line method for -the extraction of the complete fetal electrocardiogram from cutaneous multilead recordings," J. Perinatal Med., vol. 14, pp. 421-433, 1986.
8. D. Callaerts, B. De Moor, J. Vandewalle, and W. Sansen,' "Comparison of SVD methods to extract the foetal electrocardiogram from cutaneous electrode signals," Med., Biological Eng., and Computing, vol. 28, pp. 217-224, 1990.
9. P. P. Kanjilal and S. Pâlit, "On multiple pattern extraction using singular value decomposition," IEEE Trans. Signal Processing, vol. 43, no. 6, pp. 1536-1540, 1995.
10. P. P. Kanjilal, Adaptive Prediction and Predictive Control, (IEE Publication). London, U.K.: Peregrinus, 1995.
11. G. H. Golub and C. F. Van Loan, Matrix Computations. Baltimore, MD: The Johns Hopkins Univ. Press, 1989.
12. A. J. Laub, "Numerical linear algebra aspects of control design computations," IEEE Trans. Automat. Contr., vol. AC-30, pp. 727-764, 1985.
13. J. Crowe, Private communication, Nottingham Univ., 1993.
14. R. L. Longini, J. P. Giolmi, C. Wall III, and R. F. Quick, "Filtering without phase shift," IEEE Trans. Biomed. Eng., vol. BME22, pp. 432-433, 1975.
15. G. H. Golub and C. Reinsch, "Singular value decomposition and least squares solutions," Numer. Math., vol. 14, pp. 403-4-20, 1970.
16. J. R. Bunch and C. P. Nielson, "Updating the singular value decomposition," Numer. Math., vol. 31, pp. 111-129, 1978.
17. S. Hammarling, "Parallel algorithms for singular value problems," in Numerical Linear Algebra, Digital Signal Processing and Parallel Algorithms, G. H. Golub and P. Van Dooren Eds. Berlin, Germany: Springer Verlag, pp. 173-187, 1991.
18. R. Pallâs-areny, J. Colominus-balagué, and F. J. Resell, "The effect of respiration-induced heart movements on the ECG," IEEE Trans. Biomed. Eng., vol. BME36, pp. 585-590, 1989.
19. B. R. S. Reddy and I. S. N. Murthy, "ECG data compression using Fourier descriptions," IEEE Trans. Biomed. Eng., vol. BME33, pp. 428-4-34, 1986.
20. S. M. S. Jalaleddine, C. G. Hutchens, R. D. Strattan, and W. A. Coberley, "ECG data compression techniques-A unified approach," IEEE Trans. Biomed. Eng., vol. 37, no. 4, pp. 329-343, 1990.
21. L. B. Jackson, Digital Filters and Signal Processing. Boston, MA: Kluwer Academic, 1986.