[Moved]: How to remove noise from an eeg signal contaminated with noise?

[Aparna24]

i need to remove noise from th eeg signal using a notch filter.Can anyone please help me with the coding?

 

[barry]

Re: How to remove noise from an eeg signal contaminated with noise?

Coding? Do you mean you want a DIGITAL filter? Your question is pretty vague. Frequency? Bandwidth? Order? Sampling frequency? Programming language? Other requirements?

 

[dick_freebird]

Re: How to remove noise from an eeg signal contaminated with noise?

They were assigning this problem in sophomore circuits
classes when I was an undergrad (30+ years ago). Nice
to know universities are keeping up (by moving the
problem to DSP... yeh.

 

[Aparna24]

Re: How to remove noise from an eeg signal contaminated with noise?

yes sir,i agree with u..I questioned in a vague manner without mentioning any information.
Sir firstly i initiated with a raw eeg data which i had taken from .mat file..Then i added noise to it..Now i want to filter that noise either by a filter that produces the best kind of results..The code for the above mentioned steps is given below:

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fs = 512 
T = 1/fs;
N =length(EEGsig); ls = size(EEGsig);
tx =[0:length(EEGsig)-1]/fs;
fx = fs*(0:N/2-1)/N;
ax=1;
x=  EEGsig;
fNoise = 50;    
aNoise = 0.25;  
noise= aNoise*x;
signalNoise= x + noise;
figure();
subplot(3,1,1);
plot(tx, x);
xlabel('Time [s]'); 
ylabel('Amplitude');
title('Original signal');
subplot(3,1,2);
plot(tx, noise);
xlabel('Time [s]');
ylabel('Amplitude');
title('Noise');
subplot(3,1,3);
plot(tx, signalNoise);
xlabel('Time [s]');
ylabel('Amplitude');
title('Original signal + Noise');

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hence,in the above code i need to filter the added noise..Please help me with the code..N thanks for your reply sir.

 

[barry]

Matlab has a lot of tools for filtering. Try searching "matlab filters".

 

[Aparna24]

sir basically i want to use notch filter for removing noise.Can u help me with the syntax or the code itself?

 

[ads-ee]

sir basically i want to use notch filter for removing noise.Can u help me with the syntax or the code itself?

I think you need to practice your Google-Fu, it's very weak at the moment...

e.g. first returned link https://www.mathworks.com/help/dsp/ref/iirnotch.html
third link: https://www.mathworks.com/help/dsp/examples/design-of-peaking-and-notching-filters.html?requestedDomain=www.mathworks.com

Though I have no idea how a notch filter will help you remove noise...unless that noise is at a fixed frequency, but then I wouldn't call that noise.

 

[Aparna24]

Thanks for your suggestion and also for your reply..I have recently joined here,and so m not well qualified as you are..Though i'll try to improve n work upon my Google-Fu..