An adaptive split-combine Gaussian mixture filter for nonlinear and multimodal state estimation

San Kim, Won Chang, Daniel B. Forger +1

Filtering combines model predictions with measurements to estimate the probability density function (PDF) of a system state over time. The PDF often becomes highly asymmetric and e…