Complex empirical mode decomposition

IEEE Signal Processing Letters

Volumn 14, Issue 2, 2007, Pages 101-104

  Tanaka, Toshihisa ^a,b   Mandic, Danilo P ^c  

^a TOKYO UNIVERSITY OF AGRICULTURE AND TECHNOLOGY   (Japan)

^b RIKEN BRAIN SCIENCE INSTITUTE   (Japan)

^c IMPERIAL COLLEGE LONDON   (United Kingdom)

Author keywords

Complex valued signals; Empirical mode decomposition (EMD); Nonlinear signal analysis; Time frequency analysis

Indexed keywords

COMPUTER SIMULATION; FOURIER ANALYSIS; FREQUENCY DOMAIN ANALYSIS; TIME DOMAIN ANALYSIS;

EMPIRICAL MODE DECOMPOSITION; INTRINSIC MODE FUNCTIONS; NONLINEAR SIGNAL ANALYSIS; TIME-FREQUENCY ANALYSIS;

SIGNAL ANALYSIS;

EID: 33847675789     PISSN: 10709908     EISSN: None     Source Type: Journal    
DOI: 10.1109/LSP.2006.882107     Document Type: Article

References (8)

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, "The empirical mode decomposition and the Hilbert spectrum from nonlinear and non-stationary time series analysis," Proc. R. Soc. Lond. A, vol. 454, pp. 903-995, 1998.
2. T. M. Rutkowski, F. Vialatte, A. Cichocki, D. P. Mandic, and A. K. Barros, "Auditory feedback for brain computer interface management - an EEG data sonification approach," in Knowledge-Based Intelligent Information Engineering Systems, B. Gabrys, R. J. Howlett, and L. C. Jain, Eds. New York: Springer, 2006, vol. 4253, pp. 1232-1239.
3. A. Linderhed, "Compression by image empirical mode decomposition," in Proc. IEEE Int. Conf. Image Processing, Genova, Italy, Sep. 2006, vol. I, pp. 553-556.
4. H. Hariharan, A. Gribok, M. A. Abidi, and A. Koschan, "Image fusion and enhancement via empirical mode decomposition," J. Pattern Recognit. Res., vol. 1, pp. 16-32, Jan. 2006.
5. P. Flandrin, G. Rilling, and P. Gonçalvès, "Empirical mode decomposition as a filter bank," IEEE Signal Process. Lett., vol. 11, no. 2, pp. 112-114, Feb. 2004.
6. A. V. Oppenheim and R. W. Schafer, Discrete-Time Signal Processing. Englewood Cliffs, NJ: Prentice-Hall, 1989.
7. S. L. Goh, M. Chen, D. Popovic, D. Obradovic, K. Aihara, and D. P. Mandic, "Complex-valued forecasting of wind profile," Renew. Energy, 2006, available online.
8. IEM - AWOS 1 minute Data Download. [Online]. Available: http:// mesonet.agron.iastate.edu/request/awos/1min.php. 2001-2006, Iowa State Univ., Dept. Agronomy