The Kalman Filter

The Kalman Filter
Brian Douglas
25 min
Article / Blog

This article introduces the Kalman filter at a high level and tries to provide some insight into how the filter is able to estimate state by combining measurements and models. 

This is an excerpt from an eBook on Sensor Fusion and Tracking that I wrote for Mathworks. They have graciously let me reproduce a portion of it here. 



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