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.
9781107013223 1107013224 9781107601048 1107601045
2011277051
GBB199573 bnb
Signal processing--Mathematics. Signal processing--Mathematics. Technology