PPG_Delattre_Dey/normalization.m

22 lines
638 B
Matlab

pkg load io %% to be able to extract from external format (excel)
data = xlsread('RGB_data_monfront.xlsx')
standard_deviation = std(data)
mean_value = mean(data)
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%For all the colors
%%for j = 1:3
%% for i = 1:size(data,1)
%% normalized_data(i,j) = (data(i,j)-mean_value(j))/standard_deviation(j);
%% endfor
%%endfor
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
for i = 1:size(data,1)
normalized_data_G(i,1) = (data(i,2)-mean_value(2))/standard_deviation(2); %%2 and not 1 because green is the 2nd color
endfor
fft_green = fft(normalized_data_G)
plot([1:size(fft_green,1)],fft_green)