A new recursive partitioned estimation algorithm derived from extended least squares technique

The generalization of the Extended Least Squares algorithm for parameter estimation in MIMO systems with ARMA for the noise allows a parallel estimation of row parameters in the model. From this result a new algorithm is proposed which estimates process and noise parameters separately resulting in a further reduction in computer time.