Geometric illustration of the Kalman filter gain and covariance update algorithms
T.R. Kronhamn · IEEE Control Systems Magazine · 1985
The Kalman filter gain and covariance update algorithms are illustrated geometrically for a low dimensional system. The illustrations give an intuitive understanding of the basic filtering process and advocate a more "natural" form of the covariance update algorithm.