The derivation of the Kalman filter presented in Section 14.3 is based on the notion of minimum mean-square-error estimation in this problem, we explore another derivation of the Kalman filter, based on the maximum a posteriori (MAP) probability criterion. For this derivation, it is assumed that the dynamic
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