Title :
Bounded Real Lemma for multivariate trigonometric matrix polynomials and FIR filter design applications
Author :
Dumitrescu, Bogdan
Author_Institution :
Tampere Int. Center for Signal Process., Tampere Univ. of Technol., Tampere, Finland
Abstract :
We propose a linear matrix inequality formulation of the Bounded Real Lemma (BRL) for multivariate trigonometric polynomials with matrix coefficients. This is a generalization of previous results regarding positive trigonometric polynomials. The proposed BRL allows the formulation of several FIR filter design problems as semidefinite programming (SDP) problems. We employ the new BRL in three applications: matrix filter design, 2-D deconvolution and design of 2-D filters with matrix coefficients. All applications are illustrated with examples that improve on previous work.
Keywords :
FIR filters; deconvolution; mathematical programming; polynomial matrices; two-dimensional digital filters; 2D deconvolution; 2D filters; BRL; FIR filter design applications; FIR filter design problems; SDP problems; bounded real lemma; linear matrix inequality formulation; matrix coefficients; matrix filter design; multivariate trigonometric matrix polynomials; semidefinite programming problems; Abstracts; Convex functions; Finite impulse response filters; Optimization; Polynomials; Silicon compounds;
Conference_Titel :
Signal Processing Conference, 2009 17th European
Conference_Location :
Glasgow
Print_ISBN :
978-161-7388-76-7