Compressed Sensing in Li-Fi and Wi-Fi Networks |
|
Author:
| Benslama, Malek Mokhtari, Hatem |
ISBN: | 978-0-08-101968-9 |
Publication Date: | Nov 2017 |
Publisher: | Elsevier
|
Book Format: | Ebook |
List Price: | USD $100.00USD $120.00 |
Book Description:
|
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...
More Description
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.
- Offers extensive development of basic theory behind telecommunications and wireless networks
- Contains broad coverage of treat compressed sensing, including electromagnetism signals
- Provides insights into the two key areas of telecommunications, WIFI and LIFI
- Includes information on advanced signal modeling, Nyquist sub-sampling of analog signals, the non-asymptotic analysis of random matrices, adaptive detection, greedy algorithms, and more