Reading frequency spectrum / Fourier Transform and Power Spectra

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SUMMARY

The discussion centers on interpreting a power spectrum derived from a triangular signal, which is a superposition of sinusoidal terms. The spectrum displays two triangular peaks and flat lines, indicating the presence of a fundamental frequency of approximately 220 Hz, corresponding to a period of about 4.5 ms. Higher harmonics are also present, which contribute to the triangular shape of the signal. The key takeaway is that a periodic signal in the time domain results in discrete frequency peaks in the frequency spectrum, while a non-periodic signal yields a continuous spectrum.

PREREQUISITES
  • Understanding of Fourier Transform principles
  • Knowledge of power spectrum analysis
  • Familiarity with sinusoidal functions and harmonics
  • Basic concepts of signal periodicity
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  • Study the properties of Fourier Transform and its applications in signal processing
  • Learn about power spectrum estimation techniques
  • Explore the relationship between time-domain signals and their frequency-domain representations
  • Investigate harmonic analysis and its role in signal shape determination
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Students and professionals in signal processing, electrical engineering, and physics who are looking to deepen their understanding of Fourier analysis and power spectrum interpretation.

khemix
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So I have a power spectrum of a given function, which is supposed to be a superposition of four sinusoidal terms with frequencies that range from 1xomega to 4xomega. My spectrum looks something like this:
http://upload.wikimedia.org/wikipedia/commons/4/4f/Triangle-td_and_fd.png

What exactly does this spectrum tell me? I know it plots the length squared of a vector that has the real and imaginary components of the amplitude. Mine looks like the top one of the one I posted, its a triangle but mine only has two triangles and the rest are flat lines.

I unfortunately don't have a book, and the prof only gave us notes on the Fourier transform, so I am really stuck here. How do I interpret a flot of these triangles on the frequency-amplitude plot?
 
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What you have here is the signal (triangular) and its frequency spectrum. There is no superposition of 4 frequencies. Maybe you are mixing it with something else.
The triangles are the actual signal, with a period of about 4.5 ms (look on the x axis).
The frequency corresponding to this period is about 220 Hz or 0.22 KHz and this is shown by the first peak in the frequency spectrum. The other peaks are higher harmonics or components (without these you'll have a sin wave with the same period but not a triangular shape).
 
Your questions are a bit unclear.

If you want to interpret the power spectrum, nasu has already interpreted it for you. I would just like to add on a bit. The frequency spectrum pattern clearly shows a periodic signal in the time domain. This is because of the presence of the impulse function peaks that you see at regular intervals of frequencies (i.e. note that these peaks may not look regular for it is possible to have missing harmonics).

If the signal in the time domain is NOT periodic, then the spectrum will look continuous, instead of discrete frequency peaks! (Fourier Transform theory)
 

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