A Novel and Simplest Derivation of Measurement Update Equations in the Kalman Filter (Version 2)

By | 2017-10-20

Sueo Sugimoto
[ ID: sapt-1710-0001 ]

We show the simplest derivation of the Kalman filter, especially, derive the so-called measurement updating equations, based on a few mathematical tools, such as the conditional Gaussian probability density function, completing the square, and the matrix inversion lemma.

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