Signal

Aliasing and DTFT of a real signal

Aliasing and DTFT of a real signal
  1. What is aliasing in DFT?
  2. What is aliasing in signals?
  3. What is DTFT in signal processing?
  4. What is aliasing effect in sampled signal?

What is aliasing in DFT?

Usually only a single period of the DTFT is plotted: In other words, when you use a sampling rate of , the frequencies 1 and are indistinguishable. This is called aliasing. In general, the continuous-time frequency is indistinguishable from any other frequency of the form , where is an integer.

What is aliasing in signals?

Aliasing occurs when an oscilloscope does not sample the signal fast enough to construct an accurate waveform record. The signal frequency is misidentified, and the waveforms displayed on an oscilloscope become indistinguishable. Aliasing is basically a form of undersampling.

What is DTFT in signal processing?

Digital Signal Processing/Discrete-Time Fourier Transform

The Discrete-Time Fourier Transform (DTFT) is the cornerstone of all DSP, because it tells us that from a discrete set of samples of a continuous function, we can create a periodic summation of that function's Fourier transform.

What is aliasing effect in sampled signal?

Aliasing is the effect of new frequencies appearing in the sampled signal after reconstruction, that were not present in the original signal. It is caused by too low sample rate for sampling a particular signal or too high frequencies present in the signal for a particular sample rate.

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