Recurrent neural network based adaptive filtering technique for the extraction of foetal electrocardiogram

Electronics Letters

Volumn 36, Issue 20, 2000, Pages 1744-1745

  Selvan, S ^a   Srinivasan, R ^b  

^a PSG COLLEGE OF TECHNOLOGY   (India)

^b Dr MGR Engineering College   (India)

Author keywords

[No Author keywords available]

Indexed keywords

ELECTROCARDIOGRAPHY; FEATURE EXTRACTION; FETAL MONITORING; LEARNING ALGORITHMS; RECURRENT NEURAL NETWORKS; SPURIOUS SIGNAL NOISE;

ADAPTIVE NOISE CANCELLER; FETAL ELECTROCARDIOGRAM (FECG);

ADAPTIVE FILTERING;

EID: 0034275038     PISSN: 00135194     EISSN: None     Source Type: Journal    
DOI: 10.1049/el:20001210     Document Type: Article

References (6)

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2. RICHTER, M., SCHREIBER, T., and KAPLAN, D.T: 'Fetal ECG extraction with nonlinear state-space projections', IEEE Trans. Biomed. Eng., 1998, 45, pp. 133-137
3. WIDROW, B., GLOVER, J.R., MCCOOL, J.M., KAUNITZ, J., WILLIAMS, C.S., HEARN, R.H., ZEIDLER, J.R., DONG, E., and GOODLlN, R.C.: 'Adaptive noise cancelling: principles and applications', Proc. IEEE, 1975, 63, pp. 1692-1716
4. FERRARA, E.R., and WIDROW, B.: 'Fetal electrocardiogram enhancement by time sequenced adaptive filtering', IEEE Trans. Biomed. Eng., 1982, 29, pp. 458-460
5. HAYKIN, S.: 27Neural networks expand SP's horizons', IEEE Signal Process. Mag.. 1996, 13, (2), pp. 24-49
6. WILLIAMS, R.J., and ZIPSER, D.: 'A learning algorithm for continually running fully recurrent neural networks', Neural Comput., 1989, 1, pp. 270-280