Fundamentals of Kalman Filters


The prediction step of the Kalman filter is as follows:

x^k∣kβˆ’1=Fkx^kβˆ’1∣kβˆ’1\hat{x}_{k|k-1} = F_k \hat{x}_{k-1|k-1}

Implementation example (Python):

x = F @ x