Filters ================================================================================ This page describes the base class for designing an UKF (:meth:`~ukfm.UKF`) and a Jacobian UKF, :meth:`~ukfm.JUKF`, which is well adapted when the dimension of the state is important. :meth:`~ukfm.JUKF` infers numerical Jacobian, is relatively less intuitive and gets exactly the same results as :meth:`~ukfm.UKF`. We finally add a base class for an Extended Kalman Filter (:meth:`~ukfm.EKF`) that requires analytical Jacobian computation. UKF -------------------------------------------------------------------------------- .. autoclass:: ukfm.UKF :members: JUKF -------------------------------------------------------------------------------- .. autoclass:: ukfm.JUKF :members: EKF -------------------------------------------------------------------------------- .. autoclass:: ukfm.EKF :members: