The purpose of this paper is to provide a practical introduction to the discrete Kal-man filter. This introduction includes a description and some discussion of the basic discrete Kalman filter, a derivation, description and some discussion of the extend-ed Kalman filter, and a relatively simple (tangible) example with real numbers & results.

kalman_intro.pdf

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