Nonlinear Kalman Filtering with Divergence Minimization

San Gultekin, John Paisley

We consider the nonlinear Kalman filtering problem using Kullback-Leibler (KL) and $\alpha$-divergence measures as optimization criteria. Unlike linear Kalman filters, nonlinear Kalman…