probnum.filtsmooth.gaussian.approx

Approximate Gaussian filtering and smoothing.

Classes

EKFComponent(non_linear_model)

Interface for extended Kalman filtering components.

ContinuousEKFComponent(non_linear_model[, ...])

Continuous-time extended Kalman filter transition.

DiscreteEKFComponent(non_linear_model[, ...])

Discrete extended Kalman filter transition.

UKFComponent(non_linear_model[, spread, ...])

Interface for unscented Kalman filtering components.

ContinuousUKFComponent(non_linear_model[, ...])

Continuous-time unscented Kalman filter transition.

DiscreteUKFComponent(non_linear_model[, ...])

Discrete unscented Kalman filter transition.

UnscentedTransform(dimension[, spread, ...])

Used for unscented Kalman filter.

Class Inheritance Diagram

Inheritance diagram of probnum.filtsmooth.gaussian.approx.EKFComponent, probnum.filtsmooth.gaussian.approx.ContinuousEKFComponent, probnum.filtsmooth.gaussian.approx.DiscreteEKFComponent, probnum.filtsmooth.gaussian.approx.UKFComponent, probnum.filtsmooth.gaussian.approx.ContinuousUKFComponent, probnum.filtsmooth.gaussian.approx.DiscreteUKFComponent, probnum.filtsmooth.gaussian.approx.UnscentedTransform