Title :
Algorithms for polynomial multidimensional spectral factorization and sum of squares
Author :
Trentelman, H.L. ; Napp Avelli, D.
Author_Institution :
Res. Inst. for Math. & Comput. Sci., Groningen, Netherlands
Abstract :
In this paper, algorithms are developed for the problems of spectral factorization and sum of squares of polynomial matrices with n indeterminates. These algorithms are based on the calculus of 2n-variable polynomial matrices and their associated quadratic differential forms, and share the common feature that the problems are lifted from the original n-variable polynomial context to a 2n-variable polynomial context. This allows to reduce the spectral factorization problem and the sum of squares problem to linear matrix inequalities (LMI´s) and factorizations of a constant matrices.
Keywords :
linear matrix inequalities; matrix decomposition; polynomial matrices; 2n-variable polynomial matrices; LMI; linear matrix inequalities; n-variable polynomial context; polynomial multidimensional spectral factorization; quadratic differential forms; sum of squares problem; Context; Europe; Linear matrix inequalities; Nickel; Polynomials; Symmetric matrices; Vectors; dissipativity; linear matrix inequalities; polynomial multidimensional spectral factorization; quadratic differential forms; sum of squares; two-variable polynomial matrices;
Conference_Titel :
Control Conference (ECC), 2007 European
Conference_Location :
Kos
Print_ISBN :
978-3-9524173-8-6