Estimating Closed-Loop Multiple-Input Single-Output Dynamic Systems using Gaussian Processes

Erik-Anant Stedjan Narayan, Sigurd Hofsmo Jakobsen, Kjetil Obstfelder Uhlen

This paper extends complex Gaussian process regression-based transfer function (TF) estimation from the single-input single-output setting to closed-loop multiple-input single-outp…