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axasoft muhasebe proQ:
Does 0-degree rotation of EEG signals are a real phenomenon?
I am trying to get rid of powerline spikes from my EEG signals. I have seen that it is popular to use FIR filter with cutoff frequencies around 50Hz (50-60Hz) and around notch 50Hz (60-70Hz) to eliminate such spikes.
I have seen that around 0-degree of each EEG channel there are spikes that I cannot ignore. I assume that those spikes are real and that the notch at 50Hz (60-70Hz) should eliminate such spikes. However, I have tried to eliminate spikes by using FIR filter with cutoff frequencies around 50Hz (50-60Hz) and around notch 50Hz (60-70Hz) and my results have been better than expected. So I assume that my method is not sound and that there might be a real phenomenon at 0-degree that should be removed.
So, does anyone have thoughts about this?
A:
A simple spike removal or notch filter is really good for removing power line noise.
If you need a better signal to noise ratio, use a wavelet decomposition and then de-noise the wavelet coefficients with standard techniques to remove the 50HZ spiking and line noise.
Alternatively, you can use the 0 degree electrode of the EEG to infer the frequency at which the spike is present. If it is at the lower frequency end of the EEG bandwidth ( i.e. 50HZ) then you are sitting on a HZ notch filter and using a lower pass filter to remove the noise will be a good option.
If you want to remove the line noise, then a notch filter at the line frequency will allow you to optimise signal to noise ratio.
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