Fundamentals of Kalman Filters 3/1/2026 #Robotics#Math The prediction step of the Kalman filter is as follows: x^kβ£kβ1=Fkx^kβ1β£kβ1\hat{x}_{k|k-1} = F_k \hat{x}_{k-1|k-1}x^kβ£kβ1β=Fkβx^kβ1β£kβ1β Implementation example (Python): x = F @ x