Department of Automatic Control and Systems Engineering
Abstract
A new regularised least squares estimation algorithm is derived for the estimation of nonlinear dynamic rational models. Theoretical analysis and numerical simulations demonstrate that the new algorithm provides improved estimates compared with previously developed rational model estimators