Sensor array and electrode selection for non-invasive fetal electrocardiogram extraction by independent component analysis

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3195, Issue , 2004, Pages 1017-1024

  Vrins, Frédéric ^a   Jutten, Christian ^b   Verleysen, Michel ^a  

^a UNIVERSITÉ CATHOLIQUE DE LOUVAIN   (Belgium)

^b GIPSA LAB   (France)

Author keywords

[No Author keywords available]

Indexed keywords

BIOELECTRIC PHENOMENA; BLIND SOURCE SEPARATION; ELECTROCARDIOGRAPHY; ELECTRODES; EXTRACTION;

BIOMEDICAL SIGNAL; ELECTRODE SELECTION; EXTERNAL SENSORS; FETAL ELECTROCARDIOGRAM EXTRACTIONS; FETAL ELECTROCARDIOGRAM SIGNAL (FECG); MUTUAL INFORMATIONS; NONINVASIVE TECHNIQUE; REAL-TIME EXTRACTION;

INDEPENDENT COMPONENT ANALYSIS;

EID: 33749042876     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-30110-3_128     Document Type: Article

References (10)

1. De Lathauwer, L., De Moor, B., Vandewalle, J.: Fetal electrocardiogram extraction by blind source subspace separation. IEEE Trans. Biomed. Eng. 47 (2000) 567-572
2. th Symposium on Signal Processing and Appl., Paris, France (2003) 69-72
3. Mareossero, D.E., al.: Independent component analysis for fetal electrocardiogram extraction: A case for the data efficient mermaid algorithm. Neural Networks for Signal Processing (2003, Toulouse, France) 399-408
4. Vigneron, V., Azancot, A., Sibony, O., Herail, C., Jutten, C.: Dispositif materiel et logiciel d'extraction d'ecg foetal, enveloppe Soleau, Institut National de la Protection Industrielle (France) (2002)
5. Vrins, F., Lee, J., Verleysen, M., Vigneron, V., Jutten, C.: Improving independent component analysis performances by variable selection. In: 13th IEEE workshop on Neural Networks for Signal Processing (NNSP 2003), Toulouse (France) (2003) 359-368
6. Vrins, F., Vigneron, V., Jutten, C., Verleysen, M.: On the extraction of the snore acoustic signal by independent component analysis. In: The second IASTED conf. on Biomedical Engineering (BioMED04), Innsbruck (Austria) (2004)
7. Cover, T.M., Thomas, J.A.: Elements of information theory. Wiley and sons (1991)
8. th European Symposium on Artificial Neural Networks, Bruges (Belgium), d-side publications (2004) 211-216
9. Schmidt, M.: Sensor array for fetal ecg signals, simulation, sensor selection and source separation. Master of science, INPG, Laboratoire des Images et des Signaux, Grenoble, France (2003) supervised by V. Vigneron and C. Jutten.
10. Cardoso, J.F.: Source separation using higher order moments. Proceedings of the IEEE, Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP'89) (1989, Glasgow, England) 2109-2112