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Compressed Sensing

Name: Compressed Sensing
Brand: Cambridge University Press
SKU: 02050473
Price: 49527 HUF
Availability: InStock
Author: Yonina C. EldarGitta Kutyniok
ISBN: 9781107005587

Yonina C. EldarGitta Kutyniok

Language

English

Book Hardback

Libristo code: 02050473

Publishers Cambridge University Press, May 2012

Compressed sensing is an exciting, rapidly growing field, attracting considerable attention in elect... Full description

Libristo code: 02050473

336 b

49 527 Ft

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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.