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The name for this problem is Sensor Fusion, because we're taking readings from multiple sensors, each in some way incomplete or inaccurate, and combining them into a more reliable measure. In the past, I've had good results using a Complementary Filter for this task, which is effectively a weighted average. It's not state of the art, but it's ...

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