Dealing with Collinearity in Large-Scale Linear System Identification Using Gaussian Regression

Wenqi Cao, Gianluigi Pillonetto

Many problems arising in control require the determination of a mathematical model of the application. This has often to be performed starting from input-output data, leading to a…