Tool box of recurrence plot and recurrence quantification analysis

version 1.0.0.0 (176 KB) by Hui Yang
Tool box of recurrence plot and recurrence quantification analysis

2.7K Downloads

Updated 14 Jul 2016

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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] H. Yang, “Multiscale Recurrence Quantification Analysis of Spatial Vectorcardiogram (VCG)
% Signals,” IEEE Transactions on Biomedical Engineering, Vol. 58, No. 2, p339-347, 2011
% DOI: 10.1109/TBME.2010.2063704
% [2] Y. Chen and H. Yang, "Multiscale recurrence analysis of long-term nonlinear and
% nonstationary time series," Chaos, Solitons and Fractals, Vol. 45, No. 7, p978-987, 2012
% DOI: 10.1016/j.chaos.2012.03.013

Cite As

Hui Yang (2022). Tool box of recurrence plot and recurrence quantification analysis (https://www.mathworks.com/matlabcentral/fileexchange/58246-tool-box-of-recurrence-plot-and-recurrence-quantification-analysis), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2012b
Compatible with any release
Platform Compatibility
Windows macOS Linux

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