I need a good explanation of phase and magnitude spectra

In summary, by using harmonically related exponentials, we can construct a signal y(t) based on a periodic signal x(t). The amplitude spectra of y(t) will have discrete values for frequency and amplitude. The phase of the Fourier components is represented by a graph with x and y coordinates, where the x coordinate is the frequency and the y coordinate is the phase angle. In real Fourier series, the components are in the form of Asin(ωt+φ), where A is the amplitude and φ is the phase.
  • #1
Jncik
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I understand that having a periodic signal x(t) we can find a signal y(t) which uses harmonically related exponentials in order to construct the x(t) signal

each exponential has a frequency and magnitude, for example

[tex] 3*e^{j 2 \omega} [/tex] has a frequency of [tex] \frac{2 \pi}{2 \omega} = \frac{pi}{\omega} [/tex]

and also a magnitude of 3

similarly [tex] 2*e^{j 3 \omega} [/tex] has a frequency of [tex] \frac{2 \pi}{3 \omega} [/tex]

and a magnitude of 2

now if we plot the amplitude spectra of y(t) we will get discrete values where for the x coordinate we will be having the frequency, and for the y the amplitude on that frequency

so we will have a discrete value on the frequency(x) [tex] \frac{\pi}{\omega} [/tex] with an amplitude(y) of 3 and also a value for the frequency(x) [tex] \frac{2 \pi}{3
\omega} [/tex] with an amplitude of 2

I hope that I'm correct

now, the thing is that I don't understand the phase, what will the phase represent? for example suppose we have this graph

[PLAIN]http://img191.imageshack.us/img191/8259/unledpsg.png

what does the phase graph represent? what are these lines referring to? if you can please explain the x,y coordinates and what they mean

thanks in advance :)
 
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  • #2
The coefficients of Fourier components of a signal are complex numbers, having both magnitude and phase. So they look as Aeejωt. The amplitude spectrum shows A(ω) and the phase spectrum is φ(ω)
If you use real Fourier series instead of complex ones, the components are of the form Asin(ωt+φ). A is the amplitude and φ is the phase of the Fourier component.

ehild
 

FAQ: I need a good explanation of phase and magnitude spectra

What is phase and magnitude spectra?

Phase and magnitude spectra are two representations of the frequency content of a signal. The phase spectrum shows the phase angle of each frequency component, while the magnitude spectrum shows the amplitude of each frequency component.

Why is it important to understand phase and magnitude spectra?

Understanding phase and magnitude spectra can help us analyze and manipulate signals, as well as design filters and other signal processing systems.

3. How are phase and magnitude spectra calculated?

Phase and magnitude spectra are typically calculated using the Fourier transform, which converts a signal from the time domain to the frequency domain.

4. What is the difference between phase and magnitude spectra?

The main difference between phase and magnitude spectra is that phase represents the angle of the signal, while magnitude represents the amplitude. This means that phase spectra can tell us about the timing and synchronization of signals, while magnitude spectra can tell us about the strength or power of the signal.

5. Can phase and magnitude spectra be visualized?

Yes, phase and magnitude spectra can be graphically represented using plots. The phase spectrum is typically shown as a plot of phase angle versus frequency, while the magnitude spectrum is shown as a plot of amplitude versus frequency.

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