Effacer les filtres
Effacer les filtres

Calculate energy from FFT

10 vues (au cours des 30 derniers jours)
Athira Surendran
Athira Surendran le 17 Juin 2017
Hi all,
I've generated FFTs for a set of signals at different deflections. I want to calculate total energy for some frequency ranges.
  • So first I want to select the frequency ranges in which the dominant peaks of FFT are coming (each peak in each frequency range).
  • Then calculate total energy in these frequency ranges.
Following is the code I'm using for getting FFT (also attached the set of time domain signals and deflection data):
[m, n]= size(amp); % amp- amplitude data
t=linspace(0,5000,n); % time
Fs=2000000;
for i=1:m
L = n;
NFFT = 2^nextpow2(L);
UT = fft(amp(i,:),NFFT)/L;
f = Fs/2*linspace(0,1,NFFT/2);
ft(i,:) = zeros(1,NFFT/2);
ft(i,:) = UT(1:NFFT/2);
mag(i,:) = 2*abs(ft(i,:));
end;
figure
for i=1:m
plot(f,mag(i,:))
hold on;
end;
xlabel('Frequency (Hz)','fontsize',12)
ylabel('Magnitude','fontsize',12)
title('Frequency Spectrum of recieved signals','fontsize',14)
axis([0,150000,0,4])
legend(arrayfun(@(deflection) ['Deflection = ',num2str(deflection),'\mum'],deflection,'Uni',0));
set(gcf, 'Color', 'w');

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