A method for fetal heart rate extraction based on time-frequency analysis

Proceedings - IEEE Symposium on Computer-Based Medical Systems

Volumn 2006, Issue , 2006, Pages 342-347

  Karvounis, E C ^a   Tsipouras, M G ^a   Fotiadis, D I ^a   Naka, K K ^a  

^a UNIVERSITY OF IOANNINA   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

DATA RECORDING; DATA REDUCTION; FEATURE EXTRACTION; PATTERN MATCHING; WAVELET TRANSFORMS;

DATASETS; FIDUCIAL POINTS; HEART RATE EXTRACTION; TIME FREQUENCY ANALYSIS;

ELECTROCARDIOGRAPHY;

EID: 33845597306     PISSN: 10637125     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CBMS.2006.16     Document Type: Conference Paper

References (30)

1. E.M. Symond, D. Sahota, and A. Chang. Fetal Electrocardiography, Imperial College Press, London, 2001.
2. S.L. Homer, W.M. Holls, and P.B. Crilly, "A robust real time algorithm for enhancing non-invasive foetal electrocardiogram", Digital Signal Processing, 1995, vol. 5, pp. 184-94.
3. J.F. Fieri, J.A. Crowe, B.R. Hayes-Gill, C.J. Spencer, K. Bhogal, and D.K. James, "Compact long-term recorder for the transabdominal foetal and maternal electrocardiogram", Med Biol Eng Comput, 2001, vol. 39, pp. 118-125.
4. M. Martinez, E. Sofia, J. Calpe, J. Guerrero, and J.R. Magdalena, "Application of the Adaptive Impulse Correlated Filter for Recovering Fetal Electrocardiogram", in Proc. Computers in Cardiology, IEEE Computer Society Press, Lund (Sweden), 1997, pp. 9-12.
5. V. Zarzoso and A.K. Nandi, "Noninvasive Fetal Electrocardiogram Extraction: Blind Separation versus Adaptive Noise Cancellation", IEEE Trans Biomed Eng, 2001, vol. 48, pp. 12-18.
6. D.M. Mooney, L.J. Grooome, L.S. Bentz, and J.D. Wilson, "Computer algorithm for adaptive extraction of fetal cardiac electrical signal", in Proc. ACM symposium on applied computing 1995, Nashville (US), 1995, pp. 113-117.
7. R.L. Longini, T.A. Reichert, J.M. Yu, and J.S. Crowley, "Near orthogonal basis functions: a real time fetal ECG technique", IEEE Trans Biomed Eng, 1977, vol. 24, pp. 39-43.
8. M. Richter, T. Schreiber, and D.T. Kaplan, "Fetal ECG extraction with nonlinear state space projections", IEEE Trans Biomed Eng, 1998, vol. 45, pp. 133-137.
9. G. Camps, M. Martinez, and E. Soria, "Fetal ECG Extraction using an FIR Neural Network", in Proc. Computers in Cardiology, IEEE Computer Society Press, Rotterdam (The Netherlands), 2001, pp. 249-252.
10. G. Camps-Vails, M. Martinez-Sober, E. Soria-Olivas, J. Guerrero-Martinez and J. Calpe-Maravilla, "Foetal ECG recovery using dynamic neural networks", Artificial Intelligence in Medicine; 2004, vol. 31, pp. 197-209.
11. A.K. Barros, and A. Cichocki, "Extraction of Specific Signals with Temporal Structure", Neural Computation, 2001. vol. 13, pp. 1995-2003.
12. K.A.K. Azad, "Fetal QRS Complex Detection from Abdominal ECG: A Fuzzy approach", in Proc. IEEE Nordic Signal Processing Symposium (NORSIG), 2000, Sweden.
13. A.K. Barros, "Extracting the fetal heart rate variability using a frequency tracking algorithm", Neurocomputing, 2002. vol. 49, pp. 279-288.
14. K. Assaleh, and H. Al-Nashash, "A Novel Technique for the Extraction of Fetal ECG Using Polynomial Networks", IEEE Trans Biomed Eng, 2005, vol. 52, pp. 1148-1152.
15. M.I. Ibrahimy, F. Ahmed, M.A. Mohd Ali, and E. Zahedi, "Real-Time Signal Processing for Fetal Heart Rate Monitoring", IEEE Trans Biomed Eng, 2003, vol. 50, pp. 258-262.
16. F. Mochimaru, F. Fujimoto, and Y. Ishikawa, "Detecting the Fetal Electrocardiogram by Wavelet Theory-Based Methods", Progress in Biomedical Research, 2002, vol. 7, pp. 185-193.
17. A. Khamene, and S. Negahdaripour, "A New Method for the Extraction of Fetal ECG from the Composite Abdominal Signal," IEEE Trans Biomed Eng, 2000, vol 47, pp. 507-516.
18. E.G. Karvounis, C Papaloukas, D.I. Fotiadis, and L.K. Michalis, "Fetal Heart Rate Extraction from Composite Maternal ECG Using Complex Continuous Wavelet Transform", in Proc. Computers in Cardiology, IEEE Computer Society Press, Chicago (USA), 2004, pp. 19-22.
19. A. Cichocki, and S. Amari, "Adaptive Blind Signal and Image Processing", John Wiley & Sons, 2002.
20. L.D. Lathauwer, B.D. Moor, and J. Vandewalle, "Fetal Electrocardiogram Extraction by Blind Source Subspace Separation", IEEE Trans Biomed Eng, 2000, vol. 47, pp. 567-572.
21. V. Zarzoso, A.K. Nandi, and E. Bacharakis, "Maternal and Foetal ECG Separation using Blind Source Separation Methods", IMA J Math Appl Med and Biol, 1997, vol. 14, pp. 207-225.
22. P.P. Kanjilal, S. Palit, and G. Saha, "Fetal ECG Extraction from Single-Channel Maternal ECG Using Singular Value Decomposition", IEEE Trans Biomed Eng, 1997, vol. 44, pp. 51-29.
23. th International Symposium on Signal Processing and its Applications, Paris, France, 2003, pp. 69-72.
24. th Pacific-Rim Conf. on Multimeda (CICS-PCM 2003), Singapore, 2003, pp. 15-18.
25. J.G. Maria, and C.A. Jonathon, "Fetal Electrocardiogram Extraction by Sequential Source Separation in the Wavelet Domain", IEEE Trans Biomed Eng, 2005, vol. 52, pp. 390-400.
26. B. Azzerboni, F.L. Foresta, N. Mammone, and F.C. Morabito, "A New Approach Based on Wavelet-ICA Algorithms for Fetal Electrocardiogram Extraction", in Proc. 13 European Symposium of Artificial Neural Networks, Bruges (Belgium), 2005, pp. 27-29.
27. S. Qian, Introduction to Time-Frequency and Wavelet Transforms, Prentice Hall, Upper Saddle River, New Jersey, 2001.
28. R.L. Allen, D. Mills, Signal Analysis: Time, Frequency, Scale, and Structure, IEEE Press and Willey-Interscience, USA, 2004.
29. I. Provazník, Wavelet Analysis for Signal Detection -Application to Experimental Cardiology Research, Ph.D thesis, Brno University of technology, Faculty of Electrical Engineering and Communication Department of Biomedical Engineering, 2001.
30. A. Teolis, Computational signal processing with wavelets, Birkhauser, Boston, 1998.