Xiaokun Zhao

Fusion of Information in Multiple Particle Filtering in the Presence of Unknown Static Parameters

An important and often overlooked aspect of particle filtering methods is the estimation of unknown static parameters. A simple approach for addressing this problem is to augment the unknown static parameters as auxiliary states that are jointly estimated with the time-varying parameters of interest…