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Record Nr. |
UNINA9910450703803321 |
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Titolo |
Hilbert-Huang transform and its applications [[electronic resource] /] / editors, Norden E. Huang, Samuel S.P. Shen |
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Pubbl/distr/stampa |
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Singapore ; ; Hackensack, NJ ; ; London, : World Scientific, c2005 |
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ISBN |
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1-281-89927-5 |
9786611899271 |
981-270-334-9 |
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Descrizione fisica |
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1 online resource (324 p.) |
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Collana |
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Interdisciplinary mathematical sciences ; ; v. 5 |
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Altri autori (Persone) |
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HuangN. E <1937-> (Norden Eh) |
ShenSamuel S |
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Disciplina |
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Soggetti |
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Hilbert-Huang transform |
Decomposition (Mathematics) |
Electronic books. |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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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 |
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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 |
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Sommario/riassunto |
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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 artif |
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