Data Denoising with Centered Moving AverageΒΆ

Non-Causal Step

The step applies the Centered Moving Average algorithm to denoise one-dimensional time series data. Note that the algorithm does not need the timestamp information to denoise the data.

Input Parameters

  1. One-dimensional time series data
  2. Filter width

Output Parameters

  1. Denoised time series data

Workflow

../../../../_images/workflow3.svg

Algorithm

Centered Moving Average

References