Nonlinear Mode Decomposition

Name: Nonlinear Mode Decomposition
Brand: Springer International Publishing AG
SKU: 9783319387123
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Theory and Applications

Autor: Dmytro Iatsenko

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Editura: Springer International Publishing AG

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This work introduces a new method for analysing measured signals: nonlinear mode decomposition, or N...

Informații despre carte

Autor

Dmytro Iatsenko

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2016

Pagini

135

EAN

9783319387123

ISBN

331938712X

Enbook ID

15194646

Editura

Springer International Publishing AG

Greutate

2526

Dimensiuni

155 x 235 x 9

Descriere completă

This work introduces a new method for analysing measured signals: nonlinear mode decomposition, or NMD. It justifies NMD mathematically, demonstrates it in several applications and explains in detail how to use it in practice. Scientists often need to be able to analyse time series data that include a complex combination of oscillatory modes of differing origin, usually contaminated by random fluctuations or noise. Furthermore, the basic oscillation frequencies of the modes may vary in time; for example, human blood flow manifests at least six characteristic frequencies, all of which wander in time. NMD allows us to separate these components from each other and from the noise, with immediate potential applications in diagnosis and prognosis. Mat Lab codes for rapid implementation are available from the author. NMD will most likely come to be used in a broad range of applications.

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Nonlinear Mode Decomposition

Theory and Applications

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