Title :
Gram pair parameterization of multivariate sum-of-squares trigonometric polynomials
Author :
Dumitrescu, Bogdan
Author_Institution :
Tampere Int. Center for Signal Process., Tampere Univ. of Technol., Tampere, Finland
Abstract :
In this paper we propose a parameterization of sum-of-squares trigonometric polynomials with real coefficients, that uses two positive semidefinite matrices twice smaller than the unique matrix in the known Gram (trace) parameterization. Also, we formulate a Bounded Real Lemma for polynomials with support in the positive orthant. We show that the new parameterization is clearly faster and thus can replace the old one in several design problems.
Keywords :
matrix algebra; polynomials; bounded real lemma; gram pair parameterization; multivariate sum-of-squares trigonometric polynomial; positive semidefinite matrix; Europe; Finite impulse response filters; Optimization; Polynomials; Sparse matrices; Vectors;
Conference_Titel :
Signal Processing Conference, 2006 14th European
Conference_Location :
Florence