High Quality Content by WIKIPEDIA articles! An alpha beta filter (or alpha-beta filter) is a simplified form of observer for estimation, data smoothing and control applications. It is closely related to Kalman filters and to linear state observers used in control theory. Its principal advantage is that it does not require a detailed system model.