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Remove noisy channels out of an array

4 vues (au cours des 30 derniers jours)
Saad Alqahtani
Saad Alqahtani le 27 Août 2020
How to remove few noisy channels out of 64 channels?

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Tarunbir Gambhir
Tarunbir Gambhir le 1 Sep 2020
Assuming that you are trying to remove signals with high noise from a group of channels. You can use the snr function in MATLAB to calculate the Signal-to-Noise ratio for all the channels. This will help you decide and remove the channels that are high in noise.
If you just want noise reduction, then I suggest that you refer to the MATLAB documentation on Signal Smoothing.
  3 commentaires
Tarunbir Gambhir
Tarunbir Gambhir le 2 Sep 2020
You can refer the following code for removal of rows from a matrix.
t = linspace(0,1,1000);
% creating a sample signal
signal = chirp(t);
% creating a matrix with 20 channels of the above signal with 5db of noise
channelArray = awgn(repmat(signal,20,1),5);
% size of channelArray here is 20x1000
% Lets assume that channel number 3, 7, 13, and 17 needs to be removed
remove = [3, 7, 13,17];
channelArray(remove,:) = [];
% size of channelArray after channel removal is 16x1000
For further information, you may go through the MATLAB documentation on Matrices and Arrays.
Saad Alqahtani
Saad Alqahtani le 2 Sep 2020

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