Using pseudo Kalman-filters in the presence of constraints application to sensing behaviors
Résumé
A new generalization of the linear Kalman-filter to non-linear equations is introduced. The deterministic interpretation of this mechanism is discussed. The proposed algorithm is an alternative to the well known extended Kalman filer. A small experimental illustration is given. An application to sensory-motor behaviors is proposed.