Dtft

How can spectrum of DTFT of sampled band-limited analog signal be in $[-\pi,\pi]$

How can spectrum of DTFT of sampled band-limited analog signal be in $[-\pi,\pi]$
  1. What is spectrum of sampled signal?
  2. What is DTFT spectrum?
  3. What are the limitations of DTFT?

What is spectrum of sampled signal?

The sampled signal has a spectrum that is periodic at the sampling frequency (20 Hz) and has an even symmetry about 0.0 Hz, as well as symmetry about the sampling frequency, fs. Since the sampled spectrum is periodic, it goes on forever and only a portion of it can be shown.

What is DTFT spectrum?

The spectrum of the DTFT is continuous, so either f or ω can be used. The common choice is ω, because it makes the equations shorter by eliminating the always present factor of 2π. Remember, when ω is used, the frequency spectrum extends from 0 to π, which corresponds to DC to one-half of the sampling rate.

What are the limitations of DTFT?

Two computational disadvantages of the DTFT are: the direct DTFT is a function of a continuously varying frequency and the inverse DTFT requires integration. The Fourier series coefficients constitute a periodic sequence of the same period as the signal; thus both are periodic.

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