Compressed Sensing
Theory and Applications
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 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…
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Produktdetails
- ISBN: 978-1-107-38672-3
- EAN: 9781107386723
- Produktnummer: 24133133
- Verlag: Cambridge University Press
- Sprache: Englisch
- Erscheinungsjahr: 2012
- Seitenangabe: 0 S.
- Plattform: EPUB
- Masse: 32'378 KB
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