System Identification through Online Sparse Gaussian Process Regression with Input Noise

Hildo Bijl, Thomas B. Schön, Jan-Willem van Wingerden +1

There has been a growing interest in using non-parametric regression methods like Gaussian Process (GP) regression for system identification. GP regression does traditionally have…