A new method for multicomponent signal decomposition based on self-adaptive filtering

Measurement: Journal of the International Measurement Confederation

Volumn 44, Issue 7, 2011, Pages 1312-1327

  Qin, Yi ^a   Tang, Baoping ^a   Wang, Jiaxu ^a   Ke, Xiao ^a  

^a CHONGQING UNIVERSITY   (China)

Author keywords

Algorithm; Analytic band pass filtering; Fault diagnosis; Mechanical vibration signal; Multicomponent signals; Orthogonal empirical mode decomposition (OEMD)

Indexed keywords

BAND PASS FILTERING; FAULT DIAGNOSIS; MECHANICAL VIBRATION SIGNAL; MULTICOMPONENT SIGNALS; ORTHOGONAL EMPIRICAL MODE DECOMPOSITION;

ADAPTIVE FILTERING; ADAPTIVE FILTERS; ALGORITHMS; SIGNAL DISTORTION; VIBRATIONS (MECHANICAL);

SIGNAL PROCESSING;

EID: 79957805351     PISSN: 02632241     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.measurement.2011.02.014     Document Type: Article

References (17)

1. N.E. Huang, Z. Shen, S.R. Long, M.L. Wu, H.H. Shih, Q. Zheng, N.C. Yen, C.C. Tung, and H.H. Liu The empirical mode decomposition and the Hilbert Spectrum for nonlinear and non-stationary time series analysis Proceedings of the Royal Society of London Series A 454 1998 903 995 (Pubitemid 128733183)
2. N.E. Huang, M.L. Wu, and S.R. Long A confidence limit for the empirical mode decomposition and Hilbert spectral analysis Proceedings of the Royal Society of London Series A 459 2003 2317 2345 (Pubitemid 38328337)
3. N.E. Huang, Z. Shen, and S.R. Long A new view of nonlinear water waves: the Hilbert spectrum Annual Review of Fluid Mechanics 31 1999 417 457 (Pubitemid 36186209)
4. M.B. Velasco, B. Weng, and K.E. Barner ECG signal denoising and baseline wander correction based on the empirical mode decomposition Computers in Biology and Medicine 38 1 2008 1 13 (Pubitemid 350250782)
5. J.W. Essex, and A.P. Wiley Application of the Hilbert-Huang transform to the analysis of molecular dynamics simulations Journal of Physical Chemistry 107 2003 4869 4876
6. J. Chen, Y.L. Xu, and R.C. Zhang Modal parameter identification of Tsing Ma suspension bridge under Typhoon Victor: EMD-HT method Journal of Wind Engineering and Industrial Aerodynamics 92 10 2004 805 827 (Pubitemid 38830717)
7. D. Ghosh, A.R. Chowdhury, and P. Saha On the various kinds of synchronization in delayed Duffing-Van der Pol system Communications in Nonlinear Science and Numerical Simulation 13 4 2008 790 803 (Pubitemid 350010622)
8. T.Y. Li, Y. Zhao, N. Li, G. Fen, and H.H. Gao A new method for power quality detection based on HHT Proceedings of the CSEE 25 17 2005 52 56
9. Z.K. Peng, P.W. Tse, and F.L. Chu A comparison study of improved Hilbert-Huang transform and wavelet transform: application to fault diagnosis for rolling bearing Mechanical System and Signal Processing 19 5 2005 974 988 (Pubitemid 40612481)
10. S.R. Qin, and Y.M. Zhong A new envelope algorithm of Hilbert-Huang transform Mechanical System and Signal Processing 20 8 2006 1941 1952 (Pubitemid 44226445)
11. J.S. Cheng, D.J. Yu, and Y. Yang Application of support vector regression machines to the processing of end effects of Hilbert-Huang transform Mechanical Systems and Signal Processing 21 2007 1197 1211 (Pubitemid 44909380)
12. H.L. Li, L.H. Yang, and D.R. Huang The study of the intermittency test filtering character of Hilbert-Huang transform Mathematics and Computers in Simulation 70 1 2005 22 32
13. Y. Qin, S.R. Qin, and Y.F. Mao Research on iterated Hilbert transform and its application in mechanical fault diagnosis Mechanical Systems and Signal Processing 22 8 2008 1967 1980
14. P. Flandrin, G. Rilling, and P. Goncalves Empirical mode decomposition as a filter bank IEEE Signal Processing Letters 11 2 2004 112 114
15. Q.S. Cheng, and L.W. Wu The empirical mode frequency decomposition of time series analysis Mathematics in Practice and Theory 36 5 2006 151 153
16. S.L. Hahn Hilbert Transforms in Signal Processing 1996 Artech House Boston
17. G. Rilling, P. Flandrin, On empirical mode decomposition and its algorithms, IEEE-EURASIP Workshop Nonlinear Signal Image Process, Grado, Italy, 2003.