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The Kalman filter on a moving target - by Jacob Bayless
https://thesearesystems.substack.com/p/the-kalman-filter-on-a-moving-target
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How the Kalman filter uses its knowledge of a system's dynamics to predict its next move, and why that derives from Bayesian probability rules