Adaptive Bayesian Optimization for Robust Identification of Stochastic Dynamical Systems

Jinwen Xu, Qin Lu, Yaakov Bar-Shalom

This paper deals with the identification of linear stochastic dynamical systems, where the unknowns include system coefficients and noise variances. Conventional approaches that re…