| The Mathematics of Signal Processing Contributor(s): Damelin, Steven B. (Author), Miller Jr, Willard (Author) |
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ISBN: 1139003895 ISBN-13: 9781139003896 Publisher: Cambridge University Press OUR PRICE: $213.75 Product Type: Open Ebook - Other Formats Published: June 2012 |
| Additional Information |
| BISAC Categories: - Mathematics | Mathematical Analysis |
| Dewey: 621.382 |
| Series: Cambridge Texts in Applied Mathematics |
| Descriptions, Reviews, Etc. |
| Publisher Description: Arising from courses taught by the authors, this largely self-contained treatment is ideal for mathematicians who are interested in applications or for students from applied fields who want to understand the mathematics behind their subject. Early chapters cover Fourier analysis, functional analysis, probability and linear algebra, all of which have been chosen to prepare the reader for the applications to come. The book includes rigorous proofs of core results in compressive sensing and wavelet convergence. Fundamental is the treatment of the linear system y=Φx in both finite and infinite dimensions. There are three possibilities: the system is determined, overdetermined or underdetermined, each with different aspects. The authors assume only basic familiarity with advanced calculus, linear algebra and matrix theory and modest familiarity with signal processing, so the book is accessible to students from the advanced undergraduate level. Many exercises are also included. |
Contributor Bio(s): Damelin, Steven B.: - Steven B. Damelin is currently Full Professor at Georgia Southern University and Visiting Full Professor at the University of the Witwatersrand in Johannesburg.Miller Jr, Willard: - Willard Miller, Jr is Professor Emeritus in the School of Mathematics at the University of Minnesota. |