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Compressed Sensing in Li-Fi and Wi-Fi Networks
Hardcover
Technology & EngineeringNetworking
ISBN13: 9781785482007
Publisher: Elsevier
Published: Nov 16 2017
Pages: 284
Weight: 1.35
Height: 0.80 Width: 6.10 Depth: 9.10
Language: English
Compressed Sensing in Li-Fi and Wi-Fi Networks features coverage of the first applications in optical telecommunications and wireless. After extensive development of basic theory, many techniques are presented, such as non-asymptotic analysis of random matrices, adaptive detection, greedy algorithms, and the use of graphical models. The book can be used as a comprehensive manual for teaching and research in courses covering advanced signal processing, efficient data processing algorithms, and telecommunications. After a thorough review of the basic theory of compressed sensing, many mathematical techniques are presented, including advanced signal modeling, Nyquist sub-sampling of analog signals, the non-asymptotic analysis of random matrices, adaptive detection, greedy algorithms, and the use of graphical models.
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