Modeling and Realization of n-Dimensional Linear Discrete Systems

Using a general model for multidimensional linear discrete systems, a new non-minimal real ARMA realization is given for n-dimensional systems in AR forms. A definition of minimality which is compatible with both the underlying theory and its engineering applications, and some necessary conditions for minimality of multidimensional systems are given.