Smoothing and Denoising

Savitzky-Golay smoothing, median filtering, detrending

Remove unwanted spikes and trends from a signal using medfilt1 and detrend, respectively. Smooth signals using Savitzky-Golay filters.

Functions

detrend Remove linear trends
hampel Outlier removal using Hampel identifier
medfilt1 1-D median filtering
sgolay Savitzky-Golay filter design
sgolayfilt Savitzky-Golay filtering

Topics

Signal Smoothing

Discover important patterns in your data while leaving out noise, outliers, and other irrelevant information.

Eliminate Outliers Using Hampel Identifier

Detect and remove outliers using a simplified implementation of the Hampel algorithm.

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