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Kalman and Extended Kalman Filters: Concept, Derivation ...
users.isr.ist.utl.ptIntroduction This report presents and derives the Kalman filter and the Extended Kalman filter dynamics. The general filtering problem is formulated and it is shown that, un-der linearity and Gaussian conditions on the systems dynamics, the general filter particularizes to the Kalman filter. It is shown that the Kalman filter is a linear,