Recurrence plot and recurrence quantification analysis

版本 1.0.0.1 (177.2 KB) 作者: Hui Yang
Toolbox of recurrence plot and recurrence quantification analysis
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更新时间 2025/1/9

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% This toolbox shows the examples to use the tool box of recurrence plot and
% recurrence quantification analysis
Functions include:
(1) %Estimates the time delayed mutual information of the data set
(2) %Determines the fraction of false nearest neighbors.
(3) produce a recurrence plot of the, possibly multivariate,
%data set. That means, for each point in the data set it looks for all
%points, such that the distance between these two points is smaller
%than a given size in a given embedding space.
(4) produce a threshold recurrence plot of the, possibly multivariate,
%data set. That means, for each point in the data set it looks for all
%points, such that the distance between these two points is smaller
%than a given size in a given embedding space.
(5) calculate the RQA statistics for a recurrence plot.
% If you find this toolbox useful, please cite the following paper:
[1] Yang, Hui. “Multiscale Recurrence Quantification Analysis of Spatial Cardiac Vectorcardiogram Signals.” IEEE Transactions on Biomedical Engineering, vol. 58, no. 2, Institute of Electrical and Electronics Engineers (IEEE), Feb. 2011, pp. 339–47, doi:10.1109/tbme.2010.2063704.
[2] Chen, Yun, and Hui Yang. “Multiscale Recurrence Analysis of Long-Term Nonlinear and Nonstationary Time Series.” Chaos, Solitons Fractals, vol. 45, no. 7, Elsevier BV, July 2012, pp. 978–87, doi:10.1016/j.chaos.2012.03.013.
[3] Yang, Hui. “Mining Nonlinear Dynamics in Operational Data for Process Improvement.” Tutorials in Operations Research: Advancing the Frontiers of OR/MS: From Methodologies to Applications, INFORMS, 2023, pp. 109–32, doi:10.1287/educ.2023.0261.

引用格式

Hui Yang (2025). Recurrence plot and recurrence quantification analysis (https://ww2.mathworks.cn/matlabcentral/fileexchange/58246-recurrence-plot-and-recurrence-quantification-analysis), MATLAB Central File Exchange. 检索时间: .

Yang, Hui. “Mining Nonlinear Dynamics in Operational Data for Process Improvement.” Tutorials in Operations Research: Advancing the Frontiers of OR/MS: From Methodologies to Applications, INFORMS, 2023, pp. 109–32, doi:10.1287/educ.2023.0261.

查看更多格式

Yang, Hui. “Multiscale Recurrence Quantification Analysis of Spatial Cardiac Vectorcardiogram Signals.” IEEE Transactions on Biomedical Engineering, vol. 58, no. 2, Institute of Electrical and Electronics Engineers (IEEE), Feb. 2011, pp. 339–47, doi:10.1109/tbme.2010.2063704.

查看更多格式

Chen, Yun, and Hui Yang. “Multiscale Recurrence Analysis of Long-Term Nonlinear and Nonstationary Time Series.” Chaos, Solitons Fractals, vol. 45, no. 7, Elsevier BV, July 2012, pp. 978–87, doi:10.1016/j.chaos.2012.03.013.

查看更多格式
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