Recurrence Quantification Analysis Theory and Best Practices /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Webber, Jr., Charles L. (Editor), Marwan, Norbert (Editor)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Series: Understanding Complex Systems,
• Subjects: Physics.; Physical geography.; System theory.; Biophysics.; Biological physics.; Statistical physics.; Complexity, Computational.; Vibration.; Dynamical systems.; Dynamics.; Nonlinear Dynamics.; Systems Theory, Control.; Vibration, Dynamical Systems, Control.; Biophysics and Biological Physics.; Complexity.; Earth System Sciences.

The analysis of recurrences in dynamical systems by using recurrence plots and their quantification is still an emerging field.  Over the past decades recurrence plots have proven to be valuable data visualization and analysis tools in the theoretical study of complex, time-varying dynamical systems...

Table of Contents:

• Mathematical and Computational Foundations of Recurrence
• Estimating Kolmogorov Entropy from Recurrence Plots.-Identifying Coupling Directions by Recurrences
• Complex Network Analysis of Recurrences
• Time Distortions and Other Oddities
• Dynamic Coupling between Respiratry and Cardiovascular System.