Petar M. Djurić

Multiple particle filtering for inference in the presence of state correlation of unknown mixing parameters

2017

We present a novel Rao-Blackwellized multiple particle filtering method for inference of correlated latent states observed via nonlinear functions. We adopt a state-space framework and model the dynamic correlated states using a mixing matrix, embedded …