I have a 13 channel signal recorded over several hours. I wish to take all channels, split them into 10 second windows with a 5 second overlap and finally concatinate all channels into a 3D array (Buffer length(n), number of buffers, channels).
I have written the function below which works as intended, except my preallocate method results in an 'extra channel' of zeros, 14 rather than 13 with the 1st array containing zeros. What I think would work is windows3D = zeros(size(windows)), however I cannot call that as 'window' is generated after the pre-allocation call.
I could just go into the array after the fact and 'delete' the additonal array of zeros however this feels like cheating, is there a better way to do this?
function [windows3D] = windowGen(eegDataNorm)
windows3D = zeros(2000,5147);
for i = 1:size(eegDataNorm)
windows = buffer(eegDataNorm(i,:),10*Fs,5*Fs);
windows3D = cat(3,windows3D,windows);