Symbolic recurrence plots to analyze dynamical systems

被引:25
|
作者
Victoria Caballero-Pintado, M. [1 ]
Matilla-Garcia, Mariano [2 ]
Ruiz Marin, Manuel [3 ]
机构
[1] Univ Murcia, Dept Metodos Cuantitat Econ & Empresa, Campus Espinardo, E-30100 Murcia, Spain
[2] UNED, Dept Econ Aplicada & Estadist, Paseo Senda del Rey 11, Madrid 28040, Spain
[3] Univ Politecn Cartagena, Dept Metodos Cuantitat & Informat, Cartagena 30201, Spain
关键词
QUANTIFICATION ANALYSIS;
D O I
10.1063/1.5026743
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This paper, based on the concept of symbolic correlation integral, introduces a set of symbolic recurrence plots and associated invariant measures, which are independent of the distance parameter, serving as a tool for quantifying the dynamic structure. These new measures allow the study of transient behavior, coexistence of attractors, bifurcations, and structural change. The final user does not have to choose the free distance parameter. An empirical application to electrocardiography data illustrates the use of symbolic recurrence measures. Published by AIP Publishing.
引用
收藏
页数:15
相关论文
共 50 条
  • [1] Recurrence plots for characterizing random dynamical systems
    Hirata, Yoshito
    COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2021, 94
  • [2] RECURRENCE PLOTS FOR SYMBOLIC SEQUENCES
    Faure, Philippe
    Lesne, Annick
    INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 2010, 20 (06): : 1731 - 1749
  • [3] Recurrence Plots to Analyze the Dynamical Changes During Moderate Hypothermia in a Cell Model of Reentry
    Maria Luisa, Duran-Pasten
    Gomez Hortensia G, Gonzalez
    XV MEXICAN SYMPOSIUM ON MEDICAL PHYSICS, 2019, 2090
  • [4] Detecting Recurrence Domains of Dynamical Systems by Symbolic Dynamics
    Graben, Peter Beim
    Hutt, Axel
    PHYSICAL REVIEW LETTERS, 2013, 110 (15)
  • [5] Analytical description of recurrence plots of dynamical systems with nontrivial recurrences
    Zou, Y.
    Thiel, M.
    Romano, M. C.
    Kurths, J.
    INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 2007, 17 (12): : 4273 - 4283
  • [6] From the plots to analyze symbolic meanings of rope in Rope
    刘星
    校园英语, 2017, (21) : 245 - 245
  • [7] LOCAL MINIMA-BASED RECURRENCE PLOTS FOR CONTINUOUS DYNAMICAL SYSTEMS
    Schultz, Aaron P.
    Zou, Yong
    Marwan, Norbert
    Turvey, Michael T.
    INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 2011, 21 (04): : 1065 - 1075
  • [8] Estimation of dynamical invariants without embedding by recurrence plots
    Thiel, M
    Romano, MC
    Read, PL
    Kurths, J
    CHAOS, 2004, 14 (02) : 234 - 243
  • [9] Induced hyperspace dynamical systems of symbolic dynamical systems
    Li, Zhiming
    Wang, Minghan
    Wei, Guo
    INTERNATIONAL JOURNAL OF GENERAL SYSTEMS, 2018, 47 (08) : 809 - 820
  • [10] Embedding of expansive dynamical systems into symbolic dynamical systems
    Akashi, S
    REPORTS ON MATHEMATICAL PHYSICS, 2000, 46 (1-2) : 11 - 14