Positive Trigonometric Polynomials and Signal Processing Applications (Signals and Communication Technology) （2ND）

Dumitrescu, Bogdan

Springer International Publishing AG（2018/07発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 276 p.
• 言語 ENG
• 商品コード 9783319852171
• DDC分類 515

Full Description

This revised edition is made up of two parts: theory and applications. Though many of the fundamental results are still valid and used, new and revised material is woven throughout the text.  As with the original book, 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 programming environment has also evolved, and the book's examples are changed accordingly. The applications section is organized as a collection of related problems that use systematically the theoretical results. All the problems are brought to a semi-definite programming form, ready to be solved with algorithms freely available, like those from the libraries SeDuMi, CVX and Pos3Poly. A new chapter discusses applications in super-resolution theory, where Bounded Real Lemma for trigonometric polynomials is an important tool. This revision is written to be more appealing and easier to use for new readers.
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Contents

Positive Polynomials.- Gram Matrix Representation.- Multivariate Polynomials.- Polynomials Positive on Domains.- Design of FIR Filters.- Orthogonal Filterbanks.- Stability.- Design of IIR Filters.- Optimization with the Atomic Norm.- Appendix A: Semidefinite Programming.- Appendix B: Spectral Factorization.