Hilbert-huang Transform And Its Applications
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Adaptive Data Analysis
Category=PBCN
Category=PBK
Category=PBW
Empirical Model Decomposition
eq_isMigrated=1
eq_isMigrated=2
eq_nobargain
Hilbert Spectral Analysis
Hilbert Transform
Hilbert-Huang Transform
Instantaneous Frequency
Nonlinear and Nonstationary Processes
Time Series Analysis
Time-Frequency Analysis
Product details
- ISBN 9789812563767
- Publication Date: 21 Sep 2005
- Publisher: World Scientific Publishing Co Pte Ltd
- Publication City/Country: SG
- Product Form: Hardback
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The Hilbert-Huang Transform (HHT) represents a desperate attempt to break the suffocating hold on the field of data analysis by the twin assumptions of linearity and stationarity. Unlike spectrograms, wavelet analysis, or the Wigner-Ville Distribution, HHT is truly a time-frequency analysis, but it does not require an a priori functional basis and, therefore, the convolution computation of frequency. The method provides a magnifying glass to examine the data, and also offers a different view of data from nonlinear processes, with the results no longer shackled by spurious harmonics — the artifacts of imposing a linearity property on a nonlinear system or of limiting by the uncertainty principle, and a consequence of Fourier transform pairs in data analysis. This is the first HHT book containing papers covering a wide variety of interests. The chapters are divided into mathematical aspects and applications, with the applications further grouped into geophysics, structural safety and visualization.
