A technique to improve the empirical mode decomposition in the Hilbert-Huang transform

Earthquake Engineering and Engineering Vibration

Volumn 2, Issue 1, 2003, Pages 75-85

  Chen, Yangbo ^a   Feng, Maria Q ^a  

^a University of California at Irvine   (United States)

Author keywords

Component decomposition; Hilbert Huang transform; Time frequency analysis

Indexed keywords

APPROXIMATION THEORY; DEGREES OF FREEDOM (MECHANICS); ENVIRONMENTAL IMPACT; FREQUENCIES; MATHEMATICAL TRANSFORMATIONS; STIFFNESS; STRUCTURAL ANALYSIS;

COMPONENT DECOMPOSITION; EMPIRICAL MODE DECOMPOSITION (EMD); HILBERT-HUANG TRANSFORMS; TIME-FREQUENCY ANALYSIS;

EARTHQUAKES;

EID: 4544254654     PISSN: 16713664     EISSN: None     Source Type: Journal    
DOI: 10.1007/BF02857540     Document Type: Article

References (16)

1. Feldman M (1994a), "Non-Linear System Vibration Analysis Using Hilbert Transform-I. Free Vibration Analysis Method 'FREEVIB'," Mechanical Systems and Signal Processing, 8(2): 119-127.
2. Feldman M (1994b), "Non-Linear System Vibration Analysis Using Hilbert Transform-II. Forced Vibration Analysis Method 'FORCEVIB'," Mechanical Systems and Signal Processing, 8(3): 309-318.
3. Feldman M (1997), "Non-linear Free Vibration Identification via the Hilbert Transform," Journal of Sound and Vibration, 208(3): 475-489.
4. Feng MQ and Kim D (2001), "Long-Term Structural Performance Monitoring of Two Highway Bridges, Phase I: Instrumentation," Report to the California Department of Transportation RTA-59A0155.
5. Gröchenig K (2001), Foundations of Time-Frequency Analysis, Birkh user, Boston.
6. Hahn SL (1996), Hilbert Transform in Signal Processing, Artech House, Boston.
7. Huang NE, Shen Z and Long SR (1999), "A New View of Nonlinear Water Waves: the Hilbert Spectrum," Annu. Rev. Fluid Mech., 1999, 31: 417-457.
8. Huang NE, Shen Z, Long SR, Wu MC, Shih HH, Zheng Q, Yen N, Tung CC and Liu HH (1998), "The Empirical Mode Decomposition and the Hilbert Spectrum for Nonlinear and Non-stationary Time Series Analysis," Proc. R. Soc. Land. A 454, pp. 903995.
9. Ibrahim SR (1977), "Random decrement technique for modal identification of structures," Journal of Spacecraft and Rocket, AIAA, 14(11).
10. Mallat S (1999), A Wavelet Tour of Signal Processing, Second Edition, Academic Press, San Diego.
11. Mathworks (1999a), Spline Toolbox User's Guide, The Math Works Inc, Natick, MA, USA.
12. Mathworks (1999b), Using SIMULINK, The MathWorks Inc, Natick, MA, USA.
13. Pan J, Van X, Zheng Q, Liu TW, and Klemas VV (2003), "Interpretation of Scatterometer Ocean Surface Wind Vector EOFs over the Northwestern Pacific," Remote Sensing of Environment, 84(1): 53-68
14. Salvino LW (2000), "Empirical Mode Analysis of Structural Response and Damping," Proceedings SPIE the International Society for Optical Engineering, 1 pp. 503-509.
15. Yang JN and Lei Y (2000), "System Identification of Linear Structures Using Hilbert Transform and Empirical Mode Decomposition," Proceedings SPIE the International Society for Optical Engineering, 1 pp. 213-219.
16. Zhang RR and Ma S (2000), "HHT Analysis of Earthquake Motion Recordings and its Implications to Simulation of Ground Motion," International Conference on Monte Carlo Simulation, Monte Carlo, June 18-21, pp. 483-490.