Mathematics of Signal Processing

Informationen zum Autor Steven B. Damelin is currently Full Professor at Georgia Southern University and Visiting Full Professor at the University of the Witwatersrand in Johannesburg. Willard Miller! Jr is Professor Emeritus in the School of Mathematics at the University of Minnesota. Klappentext Develops mathematical and probabilistic tools needed to give rigorous derivations and applications of fundamental results in signal processing theory. Zusammenfassung Ideal for mathematicians who are interested in applications or for students from applied fields who want to understand the mathematics behind their subject. The authors assume little signal processing knowledge! so the book is accessible to students from the advanced undergraduate level. Inhaltsverzeichnis 1. Introduction; 2. Normed vector spaces; 3. Analytic tools; 4. Fourier series; 5. Fourier transforms; 6. Compressive sensing; 7. Discrete transforms; 8. Linear filters; 9. Windowed Fourier transforms! continuous wavelets! frames; 10. Multiresolution analysis; 11. Discrete wavelet theory; 12. Biorthogonal filters and wavelets; 13. Parsimonious representation of data; Bibliography; Index.

Product details

• Authors: Steven B Damelin, Steven B. Damelin, Steven B. Miller Damelin, Steven. B Damelin, Jr Miller, Willard Miller, Willard Miller Jr
• Publisher: Cambridge University Press ELT
• Languages: English
• Product format: Hardback
• Released: 15.12.2011
• EAN: 9781107013223
• ISBN: 978-1-107-01322-3
• No. of pages: 462
• Series: Cambridge Texts in Applied Mat; Cambridge Texts in Applied Mat; Cambridge Texts in Applied Mathematics
• Subject: Natural sciences, medicine, IT, technology > Mathematics > Analysis