Recursive algorithm for estimating the parameters of multidimensional discrete linear dynamic systems of different orders with errors on the input

The paper presents a recurrent algorithm for estimating the parameters of multidimensional discrete linear dynamical systems of different orders with input errors, described by white noise. It is proved that the obtained estimates using stochastic gradient algorithm for minimization of quadratic forms are highly consistent.