The basic idea behind Kalman filtering is
to combine the system model (the differential equation governing the flight path of the vehicle) and the measurement model (the observation made on vehicle position) to obtain the best estimate of the vehicle position at any time. Ordinary linear differential equation theory, some probability theory, and elementary mechanics are sufficient prerequisites for an understanding of this book. |
