Hi,
The major difference between the Kalman Filter and Extended Kalman Filter is that Kalman Filter is applicable for a discrete time linear function whereas an Extended Kalman Filter is applicable for a discreate time non-linear function.
You can refer to this example for state estimation and using sensor fusion for a linear system using the Kalman Filter.
