| Compressed Sensing: Theory and Applications Contributor(s): Eldar, Yonina C. (Editor), Kutyniok, Gitta (Editor) |
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ISBN: 0511794304 ISBN-13: 9780511794308 Publisher: Cambridge University Press OUR PRICE: $213.75 Product Type: Open Ebook - Other Formats Published: November 2012 |
| Additional Information |
| BISAC Categories: - Technology & Engineering | Signals & Signal Processing |
| Dewey: 621.382 |
| Physical Information: 1 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: Compressed sensing is an exciting, rapidly growing field, attracting considerable attention in electrical engineering, applied mathematics, statistics and computer science. This book provides the first detailed introduction to the subject, highlighting recent theoretical advances and a range of applications, as well as outlining numerous remaining research challenges. After a thorough review of the basic theory, many cutting-edge techniques are presented, including advanced signal modeling, sub-Nyquist sampling of analog signals, non-asymptotic analysis of random matrices, adaptive sensing, greedy algorithms and use of graphical models. All chapters are written by leading researchers in the field, and consistent style and notation are utilized throughout. Key background information and clear definitions make this an ideal resource for researchers, graduate students and practitioners wanting to join this exciting research area. It can also serve as a supplementary textbook for courses on computer vision, coding theory, signal processing, image processing and algorithms for efficient data processing. |
Contributor Bio(s): Kutyniok, Gitta: - Gitta Kutyniok is an Einstein Professor in the Department of Mathematics at the Technische Universitat Berlin, Germany. She has been a Postdoctoral Fellow at Princeton University, New Jersey, Stanford University, California, and Yale University, Connecticut, and a Full Professor at the Universitat Osnabruck, Germany. Her research and teaching has been recognized by various awards, including a Heisenberg Fellowship and the von Kaven Prize by the German Research Foundation, an Einstein Chair by the Einstein Foundation in Berlin, awards by the Universitat Paderborn and the Justus-Liebig Universitat Giessen for Excellence Research, as well as the Weierstra Prize for Outstanding Teaching. She is an Associate Editor and also Corresponding Editor for several journals in the areas of applied mathematics.Eldar, Yonina C.: - Yonina C. Eldar is a Professor in the Department of Electrical Engineering at the Technion, Israel Institute of Technology, a Research Affiliate with the Research Laboratory of Electronics at the Massachusetts Institute of Technology, and a Visiting Professor at Stanford University, California. She has received numerous awards for excellence in research and teaching, including the Wolf Foundation Krill Prize for Excellence in Scientific Research, the Hershel Rich Innovation Award, the Weizmann Prize for Exact Sciences, the Michael Bruno Memorial Award from the Rothschild Foundation, and the Muriel and David Jacknow Award for Excellence in Teaching. She is an Associate Editor for several journals in the areas of signal processing and mathematics and a Signal Processing Society Distinguished Lecturer. |