MIMO System Identification using Augmented UD Factorization

An algorithm for estimating the model parameters and structure in a multivariable, input/output system is developed in this paper. It is based on the canonical, state-space representation by Guidorzi and an extension of Bierman's UD factorization algorithm. The algorithm is easy to interpret, straightforward to implement and also possesses excellent numerical properties.