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Cambridge University Press Compressed Sensing: Theory and Applications

Name: Compressed Sensing: Theory and Applications
Brand: Cambridge University Press
Price: 93.0 GBP
Availability: InStock

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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 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.

Product Specifications

Brand: Cambridge University Press
Format: hardcover
ASIN: 1107005582
Category: Books > Subjects > Science, Nature & Maths > Engineering & Technology > Electronics & Communications Engineering > Telecommunications
Domain: Amazon UK
Release Date: 17 May 2012
Listed Since: 30 May 2011

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Cambridge University Press Compressed Sensing: Theory and Applications

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