Empirical mode decomposition to approach the problem of detecting sources from a reduced number of mixtures

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn 3, Issue , 2003, Pages 2443-2446

  Balocchi, R ^a   Menicucci, D ^a   Varanini, M ^a  

^a INSTITUTE OF CLINICAL PHYSIOLOGY   (Italy)

Author keywords

Empirical Mode Decomposition; Factor Analysis; Independent Component Analysis

Indexed keywords

BIOMEDICAL ENGINEERING; ELECTROENCEPHALOGRAPHY; INDEPENDENT COMPONENT ANALYSIS; LOW PASS FILTERS; MATHEMATICAL TRANSFORMATIONS; MATRIX ALGEBRA; NATURAL FREQUENCIES; SIGNAL RECONSTRUCTION; WHITE NOISE;

EMPIRICAL MODE DECOMPOSITION (EMD); FACTOR ANALYSIS (FA);

BLIND SOURCE SEPARATION;

EID: 1542301025     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. N. E. Huang, Z. Shen, S. R. Long, M. C. Wu, H. H. Shih, et al. "The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis," Proc. R. Soc. A, vol. 454, pp. 903-995, 1998.
2. D. Morrison, Multivariate Statistical Method. McGraw-Hill, 1990, pp. 357-362.
3. Hyvärinen, J. Karhunen, E. Oja, Indenpendent Component Analysis, John Wiley & Sons, 2001, pp. 182-192.
4. N. E. Huang, Z. Shen, S. R. Long, "A new view of nonlinear water waves: the Hilbert spectrum," Annu. Rev. Fluid Mech, vol. 31, pp. 417-457, 1999.
5. W. Huang, Z. Shen, N. E. Huang, Y. C. Fung, "Engineering analysis of biological variables: an example of blood pressure over 1 day," Proc. Natl. Acad. Sci. USA, vol. 95, pp. 4816-4821, 1998.
6. H. Liang, Z. Lin, R. W. McCallum, "Artifact reduction in electrogastrogram based on empirical mode decomposition method," Med Biol Eng Comput, vol. 38, pp. 35-41, 2000.
7. E. P. S. Neto, M. A. Custaud, J. C. Cejka, P. Abry, J. Frutoso, et al., "Assessment of cardiovascular autonomie control by the empirical mode decomposition," in 4th International Workshop on Biosignal Interpretation, pp. 123-126, Milano, Italy, 2002.
8. R. Balocchi, D. Menicucci, M. Varanini, E. Santarcangelo, L. Sebastiani, et al., "Deriving the respiratory sinus arrhythmia from the heartbeat time series using Empirical Mode Decomposition," presented at II Conference on Nonlinear Science, Denton, TX, 2002.