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Efficient optimization methods can be employed to solve diverse problems involving polynomials. This book gathers the main recent results on positive trigonometric polynomials within a unitary framework. The theoretical results are obtained partly from the general theory of real polynomials, partly from self-sustained developments. The optimization applications cover a field different from that of real polynomials, mainly in signal processing problems: design of 1-D and 2-D FIR or IIR filters, design of orthogonal filterbanks and wavelets, stability of multidimensional discrete-time systems.
The book has two parts: theory and applications. The theory of sum-of-squares trigonometric polynomials is presented unitarily based on the concept of Gram matrix (extended to Gram pair or Gram set). The presentation starts by giving the main results for univariate polynomials, which are later extended and generalized for multivariate polynomials. The applications part is organized as a collection of related problems that use systematically the theoretical results.
All the problems are brought to a semidefinite programming form, ready to be solved with algorithms freely avai
Content Level » Research
Keywords » Interpolation - Positive trigonometric polynomials - algorithms - filter design - multidimensional systems - optimization - semidefinite programming - signal processing - sum-of-squares polynomials
Related subjects » Analysis - Circuits & Systems - Computational Intelligence and Complexity - Geometry & Topology - Mathematics - Signals & Communication
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