Data Denoising with Centered Moving Average¶
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.
- One-dimensional time series data
- Filter width
- Denoised time series data
D. Lorenz, T. Koehler, A comparison of denoising methods for one dimensional time series, DFG-Schwerpunktprogramm 1114, Preprint 74, 2005.