Which filter should I use to remove the high frequency component from this signal?
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Susan
el 2 de Mayo de 2020
Comentada: Susan
el 5 de Mayo de 2020
Hi,
I have a time-varing signal and I would like to figure out what is the best filter (low-pass, band-pass, high-pass) to apply in order to remove the high frequency component. I've plotted the signal vs time, and then applied fft and pwelch seperately on the signal. Here are the results:
It seems that the frequency domain doesn't give me much more information than time domain. Am I missing something here? Any hint/input would be greatly appreciated.
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Ameer Hamza
el 4 de Mayo de 2020
What about smoothdata(). Experiment with the filter types
x = rand(1,1000)+50;
y = smoothdata(x, 'gaussian', 20);
plot(x);
figure
plot(y);
Unfiltered:
filtered:
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Ameer Hamza
el 5 de Mayo de 2020
smoothdata() does not consider the frequency domain spectrum of the signal. smoothdata() only considers the time-domain profile of the signal and smooth the waveform by applying a window-based filtering method on the signal. Also, it does not detrend the data. As far as the frequency domain spectrum, I don't have much hands-on experience with that, so I cannot be of much help in that regard.
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