Effacer les filtres
Effacer les filtres

FFT of acceleration data?

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Careniena Opem
Careniena Opem le 22 Juin 2021
Réponse apportée : Chunru le 23 Juin 2021
I have acceleration data stored as the variable avgacc. I am trying to generate (and smooth) an FFT but having difficulty. Here is my code for the FFT unsmoothed:
Fs = 1000; %sampling rate
L = 2000; %length of data
Y = fft(avgacc);
P2 = abs(Y/L);
P1 = P2(1:L/2+1);
P1(2:end-1) = 2*P1(2:end-1);
f = Fs*(0:(L/2))/L;
plot(f,P1);
I attempted a moving average and using sgolayfilt but am pretty lost regarding this step. Any help would be greatly appreciated!

Réponses (1)

Chunru
Chunru le 23 Juin 2021
Using fft alone, the spectrum estimate is not smooth.
X = randn(4196, 1);
N = 256;
h(1)=subplot(211); plot(20*log10(1/sqrt(N)*abs(fft(X(1:N)))));
One can use periodogram or pwelch for better spectrum estimate (segment, window, fft and average).
Pxx = pwelch(X,N,N/2,N);
h(2)=subplot(212); plot(10*log10(abs(Pxx)));
linkaxes(h, 'xy')

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