Data analysis using a combination of independent component analysis and empirical mode decomposition

Physical Review E - Statistical, Nonlinear, and Soft Matter Physics

Volumn 79, Issue 6, 2009, Pages

  Lin, Shih Lin ^a   Tung, Pi Cheng ^a   Huang, Norden E ^a  

^a NATIONAL CENTRAL UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

DATA ANALYSIS; DATA ANALYSIS TOOL; EMPIRICAL MODE DECOMPOSITION; LOW SIGNAL-TO-NOISE RATIO; SENSORY CLUES; SIMULATION RESULT; WHITE GAUSSIAN NOISE;

ACOUSTIC SIGNAL PROCESSING; HEMODYNAMICS; SIGNAL TO NOISE RATIO;

INDEPENDENT COMPONENT ANALYSIS;

EID: 67649848226     PISSN: 15393755     EISSN: 15502376     Source Type: Journal    
DOI: 10.1103/PhysRevE.79.066705     Document Type: Article

References (42)

1. N. E. Huang, Z. Shen, S. R. Long, M. C. Wu, H. H. Shih, Q. Zheng, N-C. Yen, C. C. Tung, and H. H. Liu, Proc. R. Soc. London, Ser. A 454, 903 (1998). 10.1098/rspa.1998.0193
2. Z. Wu and N. E. Huang, Advances in Adaptive Data Analysis Theory and Applications 1, 1 (2009). 10.1142/S1793536909000047
3. I. M. Jánosi and R. Müller, Phys. Rev. E 71, 056126 (2005). 10.1103/PhysRevE.71.056126
4. A. M. Kakurin and I. I. Orlovsky, Plasma Phys. Rep. 31, 1054 (2005). 10.1134/1.2147651
5. A. Goska and A. Krawiecki, Phys. Rev. E 74, 046217 (2006). 10.1103/PhysRevE.74.046217
6. J. Kurzyna, S. Mazouffre, A. Lazurenko, L. Albarède, and G. Bonhomme, Phys. Plasmas 12, 123506 (2005). 10.1063/1.2145020
7. R. Balocchi, D. Menicucci, E. Santarcangelo, L. Sebastiani, A. Gemignani, B. Ghelarducci, and M. Varanini, Chaos, Solitons Fractals 20, 171 (2004). 10.1016/S0960-0779(03)00441-7
8. W.-S. Lam, W. Ray, P. N. Guzdar, and R. Roy, Phys. Rev. Lett. 94, 010602 (2005). 10.1103/PhysRevLett.94.010602
9. R. Kozakov, C. Wilke, and B. Bruhn, Phys. Lett. A 360, 448 (2007). 10.1016/j.physleta.2006.07.034
10. J. B. Camp, J. K. Cannizzo, and K. Numata, Phys. Rev. D 75, 061101 (R) (2007). 10.1103/PhysRevD.75.061101
11. C. Jutten and J. Herault, Signal Process. 24, 1 (1991). 10.1016/0165-1684(91)90079-X
12. A. J. Bell and T. J. Sejnowski, Neural Comput. 7, 1129 (1995). 10.1162/neco.1995.7.6.1129
13. A. Hyvärinen and E. Oja, Neural Comput. 9, 1483 (1997). 10.1162/neco.1997.9.7.1483
14. J. Maddox, Nature (London) 369, 517 (1994). 10.1038/369517a0
15. L. Molgedey and H. G. Schuster, Phys. Rev. Lett. 72, 3634 (1994). 10.1103/PhysRevLett.72.3634
16. S. Makeig, M. Westerfield, T.-P. Jung, S. Enghoff, J. Townsend, E. Courchesne, and T. J. Sejnowski, Science 295, 690 (2002). 10.1126/science. 1066168
17. E. Seifritz, F. Esposito, F. Hennel, H. Mustovic, J. G. Neuhoff, D. Bilecen, G. Tedeschi, K. Scheffler, and F. Di Salle, Science 297, 1706 (2002). 10.1126/science.1074355
18. M. Alrubaiee, M. Xu, S. K. Gayen, M. Brito, and R. R. Alfano, Appl. Phys. Lett. 87, 191112 (2005). 10.1063/1.2130547
19. M. Alrubaiee, M. Xu, S. K. Gayen, and R. R. Alfano, Appl. Phys. Lett. 89, 133902 (2006). 10.1063/1.2356024
20. J. B. Tenenbaum, V. de Silva, and J. C. Langfoed, Science 290, 2319 (2000). 10.1126/science.290.5500.2319
21. E. Mjolsness and D. DeCoste, Science 293, 2051 (2001). 10.1126/science.293.5537.2051
22. M. S. Lewicki, Nat. Neurosci. 5, 356 (2002). 10.1038/nn831
23. F. C. Meinecke, A. Ziehe, J. Kurths, and K. R. Müeller, Phys. Rev. Lett. 94, 084102 (2005). 10.1103/PhysRevLett.94.084102
24. E. De Lauro, S. De Martino, M. Falanga, A. Ciaramella, and R. Tagliaferri, Phys. Rev. E 72, 046712 (2005). 10.1103/PhysRevE.72.046712
25. X. Huang, S. Y. Lee, E. Prebys, and R. Tomlin, Phys. Rev. ST Accel. Beams 8, 064001 (2005). 10.1103/PhysRevSTAB.8.064001
26. M. Laubach, J. Wessberg, and M. A. L. Nicolelis, Nature (London) 405, 567 (2000) London. 10.1038/35014604
27. H. Stögbauer, A. Kraskov, S. A. Astakhov, and P. Grassberger, Phys. Rev. E 70, 066123 (2004). 10.1103/PhysRevE.70.066123
28. N. E. Huang, M. L. Wu, S. R. Long, S. S. Shen, W. D. Qu, P. Gloersen, and K. L. Fan, Proc. R. Soc. London, Ser. A 459, 2317 (2003). 10.1098/rspa.2003. 1123
29. N. E. Huang and Z. Wu, Rev. Geophys. 46, RG2006 (2008). 10.1029/2007RG000228
30. W. Huang, Z. Shen, N. E. Huang, and Y. C. Fung, Proc. Natl. Acad. Sci. U.S.A. 95, 4816 (1998). 10.1073/pnas.95.9.4816
31. D. A. T. Cummings, R. A. Irizarry, N. E. Huang, T. P. Endy, A. Nisalak, K. Ungchusak, and D. S. Burke, Nature (London) 427, 344 (2004). 10.1038/nature02225
32. Z. Wu, N. E. Huang, S. R. Long, and C.-K. Peng, Proc. Natl. Acad. Sci. U.S.A. 104, 14889 (2007). 10.1073/pnas.0701020104
33. A. Hyvärinen, J. Karhunen, and E. Oja, Independent Component Analysis (Wiley, New York, 2001).
34. T. W. Lee, Independent Component Analysis: Theory and Applications (Kluwer, Boston, 1998).
35. A. Cichocki and S. Amari, Adaptive Blind Signal and Image Processing: Learning Algorithms and Applications (Wiley, New York, 2002).
36. Y. Li, S.-I. Amari, A. Cichocki, D. W. C. Ho, and S. Xie, IEEE Trans. Signal Process. 54, 423 (2006). 10.1109/TSP.2005.861743
37. P. Bofill and M. Zibulevsky, Signal Process. 81, 2353 (2001). 10.1016/S0165-1684(01)00120-7
38. M. J. McKeown, R. Saab, and R. Abu-Gharbieh, A Combined Independent Component Analysis (ICA)/Empirical Mode Decomposition (EMD) Method to Infer Corticomuscular Coupling, 2nd International IEEE EMBS Conference on Neural Engineering, Arlington, VA, 2005, pp. 679-682. 10.1109/CNE.2005.1419716
39. M. J. McKeown, S. Palmer, W. Au, R. McCaig, R. Saab, and R. Abu-Gharbieh, J. Neural Transm., Suppl. 70, 31 (2006). 10.1007/978-3-211-45295-0-7
40. N. M. Abramson, Information Theory and Coding (McGraw-Hill, New York, 1963).
41. A. Feinstein, Foundations of Information Theory (McGraw-Hill, New York, 1958).
42. R. S. Gross, Jet Propulsion Laboratory Publication No. 01-2, Pasadena, CA, 2001.