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portada Nonlinear Mode Decomposition: Theory and Applications
Type
Physical Book
Author
Publisher
Language
English
Pages
135
Format
Hardcover
Dimensions
23.4x15.6x1.1 cm
Weight
0.40 kg.
ISBN13
9783319200156
Categories

Nonlinear Mode Decomposition: Theory and Applications

Dmytro Iatsenko (Author) · Springer · Hardcover

Nonlinear Mode Decomposition: Theory and Applications - Iatsenko, Dmytro

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Synopsis "Nonlinear Mode Decomposition: Theory and Applications"

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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