Overview
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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Details
- ISBN-13: 9781785482007
- ISBN-10: 1785482009
- Publisher: Iste Press - Elsevier
- Publish Date: November 2017
- Dimensions: 9.1 x 6.1 x 0.8 inches
- Shipping Weight: 1.35 pounds
- Page Count: 284
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