Signal

Confused in Smoothing a signal in the Frequency domain

Confused in Smoothing a signal in the Frequency domain
  1. What is signal smoothing?
  2. What is frequency domain in signal processing?
  3. Why signal analysis is performed in frequency domain?

What is signal smoothing?

In smoothing, the data points of a signal are modified so individual points higher than the adjacent points (presumably because of noise) are reduced, and points that are lower than the adjacent points are increased leading to a smoother signal.

What is frequency domain in signal processing?

In engineering and statistics, frequency domain is a term used to describe the analysis of mathematical functions or signals with respect to frequency, rather than time. □ The most common purpose for analysis of signals in the frequency domain is the analysis of signal properties.

Why signal analysis is performed in frequency domain?

The frequency domain representation of a signal allows you to observe several characteristics of the signal that are either not easy to see, or not visible at all when you look at the signal in the time domain. For instance, frequency-domain analysis becomes useful when you are looking for cyclic behavior of a signal.

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