Hi All.
Apologies if this is a basic post! – I am by no means a mathematician (my background is in biomechanics).
I would like to use MATLAB to plot power spectral density of force platforms traces from various impacts. Using the fft function, so far I have this (where x is my signal):
Fs = 500; % Sampling frequency T = 1/Fs; % Sample time L = 4000; % Length of signal t = (0:L-1)*T; % Time vector
NFFT = 2^nextpow2(L); % Next power of 2 from length of y X = fft(x,NFFT)/L; f = Fs/2*linspace(0,1,NFFT/2+1); AMP = 2*abs(X(1:NFFT/2+1));
This gives me the absolute value of my transform. As I understand it is ‘per unit bin’, so could be plotted against bin number on the x axis.
To get power spectral density do I simply need to square this and normalise to frequency? Thus:
%PSDx = AMP.^2/L; % Power Spectral Density
And total power of the spectrum is:
Tend = T*L; Pxf = Tend*sum(PSDx); % Total spectral power
I’m not sure of these last 2 sections. If they are correct, and my initial signal was in N, does that mean my power spectrum is in N^2/Hz?
Thanks in advance
Tom
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