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  • 大小: 2KB
    文件類型: .m
    金幣: 1
    下載: 1 次
    發(fā)布日期: 2021-06-04
  • 語言: Matlab
  • 標(biāo)簽: 模糊熵??

資源簡介

多尺度模糊熵的matlab代碼,可用于特征提取,絕對(duì)管用

資源截圖

代碼片段和文件信息

function?apen?=?Fuzzy_entropy_bbd(nrt)
%%?Code?for?computing?approximate?entropy?for?a?time?series:?Approximate
%?Entropy?is?a?measure?of?complexity.?It?quantifies?the?unpredictability?of
%?fluctuations?in?a?time?series

%?To?run?this?function-?type:?approx_entropy(‘window?length‘‘similarity?measure‘‘data?set‘)

%?i.e??approx_entropy(50.5a)

%?window?length=?length?of?the?window?which?should?be?considered?in?each?iteration
%?similarity?measure?=?measure?of?distance?between?the?elements
%?data?set?=?data?vector

%?small?values?of?apen?(approx?entropy)?means?data?is?predictable?whereas
%?higher?values?mean?that?data?is?unpredictable

%?concept?boorowed?from?http://www.physionet.org/physiotools/ApEn/

%?Author:?Avinash?Parnandi?parnandi@usc.edu?http://robotics.usc.edu/~parnandi/
%%用相關(guān)系數(shù)來度量r
load?xa;
data?=xa(1:600);

%?尺度因子
?t=20;



Mmm=fix(length(data)/t);
for?i=1:Mmm
???????Yn(i)=?sum?(?data((((i-1)*t)+1)?:(i*t)?)?)/?t?

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