Kalman filter

Kalman filter combines measurements from different sensors (like LIDAR or RADAR) and a built mathematical model to predict out position.  Basically, it finds a weighted sum of our measurements depending on how much we trust a particular sensor or our model.

Extra reading:

Kalman Filter, Extended Kalman Filter, Unscented Kalman Filter

Video:

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