Rotation invariant complex empirical mode decomposition

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 3, Issue , 2007, Pages

  Umair Bin Altaf, M ^a   Gautama, Temujin ^b   Tanaka, Toshihisa ^c   Mandic, Danilo P ^a  

^a IMPERIAL COLLEGE LONDON   (United Kingdom)

^b NXP   (Belgium)

^c TOKYO UNIVERSITY OF AGRICULTURE AND TECHNOLOGY   (Japan)

Author keywords

Empirical mode decomposition; Estimation; Signal modality characterization; Signal resolution

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; DATA REDUCTION; NUMERICAL METHODS;

EMPIRICAL MODE DECOMPOSITION; MATHEMATICAL DEVELOPMENT; SIGNAL MODALITY CHARACTERIZATION; SIGNAL RESOLUTION;

SIGNAL PROCESSING;

EID: 34547513815     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2007.366853     Document Type: Conference Paper

References (9)

1. N. Huang, Z. Shen, S. Long, M. Wu, H. Shih, Q. Zheng, N. Yen, C. Tung, and H. Liu, "The empirical mode decomposition and hilbert spectrum for nonlinear and nonstationary time series analysis," Proc. Roy. Soc. London A, vol. 454, pp. 903-995, 1998.
2. K. T. Coughlin and K. K. Tung, "11-year solar cycle in the stratosphere extracted by the empirical mode decomposition method." Advances in Space Research, vol. 34, no. 2, pp. 323-329, 2004.
3. D. J. Duffy. "The application of Hilbert-Huang transforms to meteorological datasets," Journal of Atmospheric and Oceanic Technology, vol. 21. no. 4. pp. 599-611, 2004.
4. S. R. Long, "Applications of HHT in image analysis," in Hilbert-Huang Transforms and Its Applications (N. E. Huang and S. S. P. Shen. eds.), vol. 5, ch. 13. pp. 289-305, World Scientific Publishing, 2005.
5. T. Tanaka and D. P. Mandic, "Complex empirical mode decomposition." Accepted for IEEE Signal Processing Letters, June 2006.
6. P. Flandrin, G. Rilling, and P. Gonçalvés. "Empirical mode decomposition as a filter bank," IEEE Signal Processing Letters, vol. 11. no. 2. pp. 112-114, 2004.
7. S. L. Hahn, Hilbert Transforms in Signal Processing. Artech House, 1995.
8. S. L. Goh, M. Chen, D. Popovic. D. Obradovic, K. Aihara, and D. P. Mandic, "Complex-valued forecasting of wind profile," Renewable Energy, vol. 31, pp. 1733-1750, 2006.
9. "IEM-AWOS 1 minute data download." http://mesonet.agron. iastate.edu/request/awos/1min.php, August 2001-2006. Iowa State University Department of Agronomy.