Calculate average over each specific interval
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I'm trying to calculate the mean every 5 seconds of data till the end.
so x= (1,63369) % my data in Newton Meter which is about 30.9419 seconds long
t = 5*2048 % 5 seconds interval.
I'd like to have your help in (1- how to make it calculate the mean in increaments from start till the end 2- how to deal with the last posrtion of the data that shorter than 5 seconds)
any help would be appreciate it. Thanks in advance.
dpb on 7 Jul 2021
Edited: dpb on 8 Jul 2021
2) first -- how to deal with the last posrtion of the data that shorter than 5 seconds"
How do you WANT to deal with it? You can either ignore it and have fix(numel/5) samples or average the values that do have in the last segment -- it's your choice.
1) The classic MATLAB way is to reshape() and use mean() --
a) Ignore last partial segment --
N=5; % number elements to average over
mnX=mean(reshape(x(1:N*fix(numel(x)/N)),N,)); % average over N elements ignoring end values
b) Deal with odd end
x=[x nan(1,N*ceil(numel(x)/N)-numel(x))]; % augment vector to make even
mnX=mean(reshape(x,N,),1,'omitnan'); % average over N elements ignoring NaN elements