EEG frequence and noise estemation

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Haya AKKAD
Haya AKKAD on 23 Apr 2023
Edited: chicken vector on 23 Apr 2023
Hello
I have noised EEG signal stored in this txt file.
I need to get the estimated frequency for the signal and the noise frequency
I am trying this code bellow
x=load('5.txt');
y = fft(x);
PS = abs(y).^2;
N = length(x);
fs = 500;
freq = (1:N/2)*fs/N;
plot(freq,PS);
but I got error:
Error using plot
Vectors must be the same length.
Error in untitled (line 7)
plot(freq,PS);
Thanks

Answers (1)

chicken vector
chicken vector on 23 Apr 2023
Edited: chicken vector on 23 Apr 2023
Look at fft documentation:
x=load('5.txt');
y = fft(x);
PS = abs(y).^2;
N = length(x);
fs = 500;
% From documentation:
L = length(x);
P2 = abs(Y/L);
freq = P2(1:L/2+1);
freq(2:end-1) = 2*freq(2:end-1);
plot(freq,PS);

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