Data Denoising with Percentile Filter¶
The step applies the Percentile Filter 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
- A specified percentile of a certain number of data points around the considered data point
- Denoised time series data