How to denoise raw EEG data with MATLAB?
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I made the program which would filter out the noise from raw EEG data, however, I could not implement the code. Could you please tell me what is wrong with this program? The program is down below.
function OutputEEG = MyEEGFilter(InputEEG,fs)
fs=SampleRate;
lowEnd = 3; % Hz
highEnd = 70; % Hz
filterOrder = 2; % Filter order (e.g., 2 for a second-order Butterworth filter). Try other values too
[b, a] = butter(filterOrder, [lowEnd highEnd]/(fs/2)); % Generate filter coefficients
d = designfilt('bandstopiir','FilterOrder',8, ...
'HalfPowerFrequency1',49,'HalfPowerFrequency2',51, ...
'DesignMethod','butter','SampleRate',fs);
InputEEG=double(InputEEG);
Foutput(1,:) = filtfilt(d,InputEEG(1,:));
Foutput(1,:) = filtfilt(b,a,Foutput(1,:));
end
3 Comments
Nick
on 11 Nov 2018
Could you specify what errors you are getting? My first guess would be that your error is "output variable OutputEEG was not assigned"?
I assumed this as OutputEEG was not assigned anywhere (maybe you wanted Foutput to be OutputEEG? If that is the case just change one of the variable names and it should give an output). If you were getting another error or problem. Please specify the problem a bit more
ABCDEEG
on 12 Nov 2018
Nick
on 13 Nov 2018
Did you put your function in a seperate .m file? You cannot call a function straight from the command window, that could be the cause of this new error.
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