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Item Details
Title: COMPRESSED SENSING
THEORY AND APPLICATIONS
By: Yonina C. Eldar (Editor), Gitta Kutyniok (Editor)
Format: Hardback

List price: £79.99
Our price: £71.99
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10% off
You save: £8.00
ISBN 10: 1107005582
ISBN 13: 9781107005587
Availability: Usually dispatched within 1-3 weeks.
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Publisher: CAMBRIDGE UNIVERSITY PRESS
Pub. date: 17 May, 2012
Pages: 558
Description: A detailed presentation of compressed sensing by leading researchers, covering the most significant theoretical and application-oriented advances.
Synopsis: 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 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.
Illustrations: 128 b/w illus. 9 tables
Publication: UK
Imprint: Cambridge University Press
Returns: Returnable
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