Abdominal signal processing: Fetal ECG extraction by combining esc and ica methods

IFMBE Proceedings

Volumn 22, Issue , 2008, Pages 1196-1199

  Taralunga D ^a,b   Wolf, W ^b   Strungaru, R ^a   Ungureanu, M ^a  

^a UNIVERSITY POLITEHNICA OF BUCHAREST   (Romania)

^b BUNDESWEHR UNIVERSITY MUNICH   (Germany)

Author keywords

Abdominal signals; ECG; ESC; Fetal monitoring; ICA

Indexed keywords

ABDOMINAL SIGNALS; ECG; ESC; FETAL ECG; FETAL HEART RATE; ICA; MATERNAL ECG; PREGNANT WOMAN;

ELECTROCARDIOGRAPHY; ELECTROCHROMIC DEVICES; FETAL MONITORING; INDEPENDENT COMPONENT ANALYSIS; SIGNAL PROCESSING;

MONITORING;

EID: 70350680845     PISSN: 16800737     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-540-89208-3_286     Document Type: Conference Paper

References (9)

1. J. Jezewski, J. Wrobel, K. Horoba, "Comparison of Doppler ultrasound and direct electrocardiography aquisition techniques for quantification of fetal heart rate variability," IEEE Trans. Biomed. Eng., vol. 53, no. 5, pp. 885-864, Mai 2006.
2. M. Shao, K. E. Barner, M. H. Goodman, "An Interference Cancellation Algorithm for Noninvasive Extraction of Transabdominal Fetal Electroencephalogram (TaFEEG)," IEEE Trans. Biomed. Eng., vol. 51, no. 3, March 2004.
3. J. Lee, K. L. Park, and K. J. Lee, "Temporally constrained ICA-based foetal ECG separation," IEE Letters, vol. 41, no. 21, pp. 1158-1159, Oct 2005.Smith J, Jones M Jr, Houghton L et al (1999) Future of health insurance. N Engl J Med 965:325-329 DOI 10.10007/s002149800025.
4. I. T. Jolliffe, Principal Component Analysis, Springer Verlag, 2002.
5. M. Ungureanu, W. Wolf, "Basic aspects concerning the event synchronous interference canceller," IEEE Trans. Biomed. Eng., vol. 53, no. 11, pp. 2240-2247, Nov. 2006.
6. R. Vullings, C. Peters, M. Mischi, R. Sluijter, G. Oei, J. Bergmans, "Signal validation for the reduction of artifacts in maternal ECG removal from antenatal abdominal recordings," in Proc. 29th Ann. Int. Conf. IEEE Eng. Med. Biol. Soc., Lyon, France, August 23-26, 2007, pp. 43-46.
7. J. F. Cardoso, "Blind beamforming for non- Gaussian signals," in IEE Proc.-F, vol. 140, no. 6, pp. 362-370, Dec. 1993.
8. J. F. Cardoso, "High order contrasts for Independent Component Analysis," Neural Comput., vol. 11, no. 1, pp. 157-192, Jan. 1999.
9. Lieven De Lathauwer, Bart De Moor, and Joos Vandewalle, "Fetal electrocardiogam extraction by blind source subspace separation", IEEE Trans.Biomed. Eng., vol. 47, nr. 5, pp. 567-572, May 2000.