Hilbert-Huang transform and its applications / editors, Norden E. Huang, Samuel S.P. Shen.

Format:

Book

Contributor:

Huang, Norden E. (Norden Eh), 1937-

Shen, Samuel S.

Series:

Interdisciplinary mathematical sciences ; v. 5.

Interdisciplinary mathematical sciences ; v. 5

Language:

English

Subjects (All):

Hilbert-Huang transform.

Decomposition (Mathematics).

Physical Description:

1 online resource (324 p.)

Edition:

1st ed.

Place of Publication:

Singapore ; Hackensack, NJ ; London : World Scientific, c2005.

Language Note:

English

Summary:

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 artif

Contents:

Preface; CONTENTS; 1 Introduction to the Hilbert-Huang Transform and Its Related Mathematical Problems Norden E . Huang; 2 B-Spline Based Empirical Mode Decomposition Sherman Riemenschneider, Bao Liu, Yuesheng Xu and Norden E . Huang; 3 EMD Equivalent Filter Banks, from Interpretation to Applications Patrick Flandrin, Paulo Goncalves and Gabriel Rilling; 4 HHT Sifting and Filtering Reginald N . Meeson; 5 Statistical Significance Test of Intrinsic Mode Functions Zhaohua Wu and Norden E . Huang; 6 The Application of Hilbert-Huang Transforms to Meteorological Datasets Dean G . Duffy

7 Empirical Mode Decomposition and Climate Variability Katie Coughlin and Ka Kit Tung8 EMD Correction of Orbital Drift Artifacts in Satellite Data Stream Jorge E . Pinzdon, Molly E . Brown and Compton J . Tucker; 9 HHT Analysis of the Nonlinear and Non-Stationary Annual Cycle of Daily Surface Air Temperature Data Samuel S . P . Shen, Tingting Shu, Norden E . Huang, Zhaohua Wu, Gerald R . North, Thomas R . Karl; 10 Hilbert Spectra of Nonlinear Ocean Waves Paul A . Hwang, Norden E . Huang, David W . Wang, and Jame M . Kaihatu

11 EMD and Instantaneous Phase Detection of Structural Damage Liming W . Salvino. Darryll J . Pine, Michael Todd and Jonathan M . Nichols12 HHT-Based Bridge Structural Health-Monitoring Method Norden E . Huang, Kang Huang and Wei-Ling Chiang; 13 Applications of HHT in Image Analysis Steven R . Long; Index

Notes:

Description based upon print version of record.

Includes bibliographical references and index.

ISBN:

9786611899271

9781281899279

1281899275

9789812703347

9812703349

OCLC:

476063596