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Damelin, Steven B

The mathematics of signal processing/ Steven B. Damelin, Willard Miller, Jr. - Cambridge, UK; New York: Cambridge University Press, 2012. - xii, 449 pages: illustrations; 25 cm. - Cambridge texts in applied mathematics; 48 . - Cambridge texts in applied mathematics; 48. .

Includes bibliographical references (pages 437-442).

Preface -- Introduction -- 1. Normed vector spaces -- 2. Analytic tools -- 3. Fourier series -- 4. The Fourier transform -- 5. Compressive sampling -- 6. Discrete transforms -- 7. Linear filters -- 8. Windowed fourier and continuous wavelet transforms. Frames -- 9. Multiresolution analysis -- 10. Discrete wavelet theory -- 11. Biorthogonal filters and wavelets -- 12. Parsimonious representation of data .

This volume develops mathematical and probabilistic tools needed to give rigorous derivations and applications of fundamental results in signal processing theory.

ISBN: 9781107013223 1107013224 9781107601048 1107601045

LCCN: 2011277051

Nat. Bib. No.: GBB199573 bnb

Subjects--Topical Terms:
Signal processing--Mathematics.
Signal processing--Mathematics.
Technology

Dewey Class. No.: 004 / D157m