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.
ISBN: | 9781785482007 |
Publication date: | 16th November 2017 |
Author: | Malek (University of Constantine 1, Algeria) Benslama, Hatem (University of Constantine 1, Algeria) Mokhtari |
Publisher: | ISTE Press Ltd - Elsevier Inc |
Format: | Hardback |
Pagination: | 284 pages |
Genres: |
Mobile phone technology WAP (wireless) technology Digital signal processing (DSP) |