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Nonlinear Mode Decomposition by Dmytro Iatsenko
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Nonlinear Mode Decomposition

Theory and Applications
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Description

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.
Release date Australia
October 17th, 2016
Audience
  • Professional & Vocational
Edition
Softcover reprint of the original 1st ed. 2015
Illustrations
13 Illustrations, color; 20 Illustrations, black and white; XXIII, 135 p. 33 illus., 13 illus. in color.
Pages
135
Dimensions
155x235x9
ISBN-13
9783319387123
Product ID
26203970

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