Enhance the separation performance of ICA via clustering evaluation and its applications

Advanced Science Letters

Volumn 4, Issue 6-7, 2011, Pages 1951-1956

  Cheng, Wei ^a   Zhang, Zhousuo ^a   He, Zhengjia ^a  

^a XI'AN JIAOTONG UNIVERSITY   (China)

Author keywords

Clustering Evaluation; Improved ICA Algorithm; Independent Component Analysis; Source Separation; Vibration Reduction and Control

Indexed keywords

EID: 80051540421     PISSN: 19366612     EISSN: 19367317     Source Type: Journal    
DOI: 10.1166/asl.2011.1376     Document Type: Article

References (22)

1. S. Makeig, T. P. Jung, A. J. Bell, D. Ghahramani, and T. Sejnowski, National Academy of Science, USA 94, 10979 (1997).
2. M. McKeown, S. Makeig, S. Brown, T. P. Jung, S. Kindermann, A. J. Bell, V. Iragui, and T. Sejnowski, Human Brain Mapping 5, 368 (1998).
3. R. Vigario, J. Sarela, V. Jousmaki, M. Hamalainen, and E. Oja, IEEE Trans. Biomedical Engineering 47, 589 (2000).
4. H. F. Hu, Computer Vision and Image Understanding 112, 286 (2008).
5. C. Nicolle, A. Tqlay, and D. C. Vince, Magnetic Resonance Imaging 25, 684 (2007).
6. Y. L. Ye, Z. L. Zhang, and J. Z. Zeng, Applied Mathematics and Computation 205, 799 (2008).
7. L. Xie and J. Wu, Neurocomputing 69, 2438 (2006).
8. M. J. Zuo, J. Lin, and X. F. Fan, Journal of Sound and Vibration 287, 614 (2005).
9. S. Moussaoui, H. Hauksdottir, and F. Schmidt, Neurocomputing 71, 2194 (2008).
10. K. Nojun, K. Chunghoon, and K. Hwangnam, Neurocomputing 71, 2596 (2008).
11. F. Meinecke, A. Ziehe, M. Kawanabe, and K. R. Muller, IEEE Transactions on Biomedical Engineering 49, 1514 (2002).
12. B. Efron and R. Tibshirani, An Introduction to the Bootstrap, Chapman and Hall, New York (1993).
13. A. Hyvarinen, IEEE Transactions on Neural Networks 10, 626 (1999).
14. A. J. Bell and T. J. Sejnowski, In Advances in Neural Information Processing Systems 7, 467 (1995).
15. A. J. Bell, Unsupervised Adaptive Filtering 1, 237 (2000).
16. Z. He, L. Yang, J. Liu, C. He, and Y. Shi, IEEE Trans on Signal Processing 48, 575 (2000).
17. A. Hyvarinen and E. Oja, Neural Computation 9, 1483 (1997).
18. S. K. Lee, B. R. Mace, and M. J. Brennan, Journal of Sound and Vibration 306, 636 (2007).
19. I. Senjanovic, S. Tomasevic, and N. Vladimir, Marine Structures 22, 387 (2009).
20. M. Otrin and M. Boltezar, Journal of Sound and Vibration 325, 798 (2009).
21. B. M. Efimtsov and L. A. Lazarev, Journal of Sound and Vibration 327, 41 (2009).
22. J. Himberg, A. Hyvarinen, and F. Esposito, Neuroimage 22, 1214 (2004).