I would like to track an object with multiple dimensions, i.e. 2D point (x, y), where the motion on either dimension is independent. In this case, can I build two Kalman filters on the x-axis and y-axis respectively, instead of having one with a state transition matrix of 4x4? Thanks to anyone who is willing to share ideas!