A Nonparametric Adaptive Nonlinear Statistical Filter

Michael Busch, Jeff Moehlis

We use statistical learning methods to construct an adaptive state estimator for nonlinear stochastic systems. Optimal state estimation, in the form of a Kalman filter, requires kn…