Behavioral Models over Rings—minimal Representations and Applications to Coding and Sequences

In this paper we consider polynomial kernel representations for behaviors. For behaviors over fields it is well-known that minimal representations, i.e. representations with minimal row degrees, are exactly those representations for which the polynomial matrix is row reduced. In this paper we consider behaviors over a particular type of ring, namely Zpr , where p is a prime number and r is a positive integer. As a starting point in this investigation we focus on minimal partial realizations. These are equivalent to shortest linear recurrence relations. We present an algorithm that computes a parametrization of all shortest linear recurrence relations for a finite sequence in Zpr . For this we extend well-known techniques developed by Reeds and Sloane in the 80’s with methods from the theory of behavioral modeling. Copyright c ©2005 IFAC