A New Recurrence-Network-Based Time Series Analysis Approach for Characterizing System Dynamics

In this paper, a novel analysis method based on recurrence networks is proposed to characterize the evolution of dynamical systems. Through phase space reconstruction, a time series was transformed into a high-dimensional recurrence network and a corresponding low-dimensional recurrence network, res...

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Bibliographic Details
Main Authors: Guangyu Yang, Daolin Xu, Haicheng Zhang
Format: Article
Language:English
Published: MDPI AG 2019-01-01
Series:Entropy
Subjects:
Online Access:http://www.mdpi.com/1099-4300/21/1/45