Muhammad Nadzeri Munawar
60 linhas
2.0 KiB
Matlab
60 linhas
2.0 KiB
Matlab
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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%Author : Muhammad Nadzeri Munawar
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%
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%
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%This code is to create absolute_power variable of subject no. 20 such as :
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%delta, theta, alpha, beta, gamma with shape 32x5x40. 32 mean total of
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%channel, 5 mean total absolute power, 40 mean 40 trial
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%
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% project_path -> 'D:\TUGAS AKHIR\Progress\24. (08-12-2015)'
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% method -> fft;ica_fft;swt;ica_swt
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% subject -> [2,4,6,7,8,9,10,13,15,16,21,25,26,28,29,30];
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% channel -> [2,3,4,5,6,7,8,14];
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% fb -> for fft : 1.Delta;2.Theta;3.Alpha;4.Beta;5.Gamma - for swt : 1.A5;2.D5;3.D4;4.D3;5.D2
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% features -> 1. Min;2.Max;3.Std;4.Avg;5.Pow;6.Energy
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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function preProcessing(project_path,method,class,subject,channel,fb,features)
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%%%%%%%%%%%%%%
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project_path = strcat(pwd,'\..\..');
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method='fft';%'ica_fft','swt','ica_swt';
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% class='arousal';%'valence';
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% subject = 1:34;
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fb = 1:5;
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features = 3:4;
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channel = 1:14;
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%Arousal
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class='arousal';%'valence';
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subject = [16,13,10,28,11,7,6,2,20,26,29,15,4,30,5,34,9,24,8,23];
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% fb = [3,4,5];
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% features = [2,3];
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% channel = [3,13,10,2,1,12,4,7,8,11];
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%Valence
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% class='valence';%'valence';
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% subject = [16,25,34,9,5,4,20,28,2,6,32,29,15,10,22,11,8,1,31,13];
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% fb = [3,4,5];
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% features = [2,3];
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% channel = [10,3,14,5,1,8,6,4,7,11];
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%%%%%%%%%%%%%%%
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if strcmp(method,'fft')
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computeFFT(project_path,method,class,subject,channel,fb,features);
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elseif strcmp(method,'ica_fft')
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if exist(strcat(project_path,'\ICA_EEG'), 'dir')==0
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computeICA(project_path);
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end
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computeFFT(project_path,method,class,subject,channel,fb,features);
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elseif strcmp(method,'swt')
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computeSWT(project_path,method,class,subject,channel,fb,features);
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elseif strcmp(method,'ica_swt')
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if exist(strcat(project_path,'\ICA_EEG'), 'dir')==0
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computeICA(project_path);
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end
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computeSWT(project_path,method,class,subject,channel,fb,features);
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end
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end |