I have a periodic series of 360 values. How can I use the fftw c libraries to get the amplitude and phase of the first, second, third and fourth harmonic?

If I do this for N=360


I can get the 360-point Discrete Fourier Transform (DFT) where output_array is complex Hermitian in half-complex format.

Where k$^{th}$ component of output_array is the real part and (N-k)$^{th}$ component of output_array is the imaginary part.

So if I want the amplitude or magnitude(??) of the first harmonic should I do this?


Is that correct? then the amplitude of the second harmonic will be the same but with output_array[2] and output_array[N-2] and so on right?

And then how can I get the phase of the first, second, third and fourth harmonic with the info from the DFT?

For a reference to fftw see here www.fftw.org/fftw3.pdf

Thank you.


You just need to know how to compute magnitude and phase of a complex number $z=z_R+iz_I$:

$$|z|=\sqrt{z_R^2+z_I^2}\\ \arg\{z\}=\left\{\begin{array}{ll}0,&z_R=z_I=0\\ \pi/2&z_R=0,\; z_I>0\\ -\pi/2&z_R=0,\; z_I<0\\ \arctan\left(\frac{z_I}{z_R}\right),&z_R>0\\ \arctan\left(\frac{z_I}{z_R}\right)+\pi,&z_R<0,\;z_I\ge0\\ \arctan\left(\frac{z_I}{z_R}\right)-\pi,&z_R<0,\;z_I<0\\ \end{array}\right. $$

Luckily, the computation of the phase $\arg\{z\}$ is simplified by the existence of the function atan2 in most programming languages. Watch out, you need to use it like this:

$$\text{phase = }\text{atan2}(z_I,z_R)$$

  • $\begingroup$ Thanks a lot Matt. So if I want the amplitude and phase of the second harmonic I would have to just make those calculations with hc[2] and hc[N-2] right? In my case. $\endgroup$ – Atirag Jun 21 '13 at 15:21
  • 1
    $\begingroup$ Yes, that's it. $\endgroup$ – Matt L. Jun 21 '13 at 16:36

So if I want to calculate for example the fifth_harmonic (phase + amplitude) for every point in the time domain, I have to write:

fifth_harmonic[k] = ampl_5th * cos((5 * PI * k)/N-1 + phase_5th) 


fifth_harmonic[k] = ampl_5th * sin((5 * PI * k)/N-1 + phase_5th)



K=0,......,N-1 are the sampling point in time domain

fifth_harmonic - amplitude for the fifth harmonic

phase_5th - phase for the fifth harmonic

which one I have to use: the sin or cos?

  • $\begingroup$ Is correct to say that if you expect a real output you have to use the cosin component? Otherwise yo have to use a combination of both cosin and sin component? $\endgroup$ – gioooooo Nov 25 '15 at 10:20

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