Data Denoising with Fast Fourier Filter

Non-Causal Step

This step applies the well-known Fast Fourier Transform algorithm to decompose a signal into its frequency components. The signal noise can be removed by suppressing the high frequency components.

Input Parameters

  1. One-dimensional time series data
  2. The cut-off frequency

Output Parameters

  1. Denoised time series data

Workflow

../../../../_images/workflow5.svg

Algorithm

Fast Fourier Transform

References