Moving Average

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Choosing Moving Average, First-Order Low-Pass, and Median Filtering

4 minute

When sensor data jitters, the first reaction is often: add a filter.

But filtering is not one button. Moving average, first-order low-pass, and median filtering can all make data look more stable, but they handle different problems and introduce different delays.

A useful first model is:

Random small jitter: moving average is common
Smooth tracking: first-order low-pass is common
Isolated spikes: median filtering is common

This is not a complete DSP taxonomy, but it is enough for many IoT sensor designs.

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