Incremental Nonlinear System Identification and Adaptive Particle Filtering Using Gaussian Process

Vahid Bastani, Lucio Marcenaro, Carlo Regazzoni

An incremental/online state dynamic learning method is proposed for identification of the nonlinear Gaussian state space models. The method embeds the stochastic variational sparse…