Nonlinear Mode Decomposition Theory and Applications /

• Main Author: Iatsenko, Dmytro (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Series: Springer Theses, Recognizing Outstanding Ph.D. Research,
• Subjects: Physics.; Dynamics.; Ergodic theory.; Computer software.; Statistical physics.; Dynamical systems.; Numerical and Computational Physics.; Dynamical Systems and Ergodic Theory.; Signal, Image and Speech Processing.; Mathematical Software.; Statistical Physics, Dynamical Systems and Complexity.

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 includ...

Table of Contents:

• Introduction.- Linear Time-Frequency Analysis.- Extraction of Components from the TFR
• Nonlinear Mode Decomposition
• Examples, Applications and Related Issues.- Conclusion.