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Compressed Sensing in Li-Fi and Wi-Fi Networks

1st Edition - November 16, 2017

Authors: Malek Benslama, Hatem Mokhtari

Language: English
Hardback ISBN:
9 7 8 - 1 - 7 8 5 4 8 - 2 0 0 - 7
eBook ISBN:
9 7 8 - 0 - 0 8 - 1 0 1 9 6 8 - 9

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 the… Read more

Compressed Sensing in Li-Fi and Wi-Fi Networks

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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.