Newton-Raphson algorithm for the recursive generalized least-squares identification

A new variant of the Newton-Raphson algorithm for the recursive generalized least-squares identification is proposed. As compared to an earlier one [2], it uses the exactly computed Hessian and gradient. In this way, significant improvement of identification accuracy is obtained.