Książka Nonlinear Mode Decomposition Dmytro Iatsenko

Nonlinear Mode Decomposition

Theory and Applications

Język: Angielski
Oprawa: Twarda
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-13 dni
423.49
This work introduces a new method for analysing measured signals: nonlinear mode decomposition, or N...

Informacje o książce

Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2015
strony
135
EAN
9783319200156
ISBN
3319200151
Enbook ID
09301104
Waga
3672
Wymiary
155 x 235 x 241

Pełny opis

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. MatLab codes for rapid implementation are available from the author. NMD will most likely come to be used in a broad range of applications, e.g. in biology, environmental science and astrophysics, as well as in physiology and medicine.

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