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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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Detalles Bibliográficos
Autores principales: Yang, Guangyu, Xu, Daolin, Zhang, Haicheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514151/
https://www.ncbi.nlm.nih.gov/pubmed/33266761
http://dx.doi.org/10.3390/e21010045