Game Theory and Learning for Wireless Networks

Fundamentals and Applications

Samson Lasaulce, Hamidou Tembine (Autoren)

Buch | Softcover

336 Seiten

2018
Academic Press Inc.(London) Ltd (Verlag)
978-0-08-101600-8 (ISBN)

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Written by leading experts in the field, Game Theory and Learning for Wireless Networks Covers how theory can be used to solve prevalent problems in wireless networks such as power control, resource allocation or medium access control. With the emphasis now on promoting 'green' solutions in the wireless field where power consumption is minimized, there is an added focus on developing network solutions that maximizes the use of the spectrum available.

With the growth of distributed wireless networks such as Wi-Fi and the Internet; the push to develop ad hoc and cognitive networks has led to a considerable interest in applying game theory to wireless communication systems. Game Theory and Learning for Wireless Networks is the first comprehensive resource of its kind, and is ideal for wireless communications R&D engineers and graduate students.

Samson Lasaulce is a senior CNRS researcher at the Laboratory of Signals and Systems (LSS) at Supelec, Gif-sur-Yvette, France. He is also a part-time professor in the Department of Physics at Ecole Polytechnique, Palaiseau, France.

Hamidou Tembine is a professor in the Department of Telecommunications at Supelec, Gif-sur-Yvette, France.

Merouane Debbah is a professor at Supelec, Gif-sur-Yvette, France. He is the holder of the Alcatel-Lucent chair in flexible radio since 2007.

Samson received his BSc and Agregation degree in Applied Physics from Ecole Normale Superieure (Cachan) and his MSc and PhD in Signal Processing from Ecole Nationale Superieure des Telecommunications (Paris). Professional experience. He has been working with Motorola Labs for three years (1999, 2000, 2001) and with France Telecom R&D for two years (2002, 2003). Since 2004, he has joined the CNRS and Supelec. Since 2004, he is also Charge d'Enseignement at Ecole Polytechnique. His broad interests lie in the areas of communications, signal processing and information theory with a special emphasis on game theory for wireless communications. Samson Lasaulce is the recipient of the 2007 ACM/ICST International Conference on Performance Evaluation Methodologies and Tools (VALUETOOLS) and 2009 International Conference on Cognitive Radio Oriented Wireless Networks and Communications (CROWNCOM) best student paper awards. Elena Veronica Belmega, who is a PhD student under my supervision, was awarded with the 2009 Academy of Sciences - L'Oreal - Unesco award for young women in sciences in France.

Preface and Introduction.

Part A Games with Complete Information

A1 A short tour of game theory

A2 Playing with equilibria in wireless non-cooperative games

A3 Moving from static to dynamic game

A4 Coalitional games

Part B Games with complete information and learning

B1 Bayesian games

B2 Partially distributed learning algorithms

B3 Fully distributed learning algorithms

Part C Case Studies

C1 Fundamentals of wireless communications

C2 Energy-efficient power control games

C3 Rate-efficient power allocation games

C4 Medium access control games

Part D Appendices

Bibliography and index

Erscheinungsdatum	05.11.2017
Zusatzinfo	Approx. 200 illustrations; Illustrations, unspecified
Verlagsort	London
Sprache	englisch
Maße	191 x 235 mm
Themenwelt	Mathematik / Informatik ► Mathematik ► Algebra
	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
	Mathematik / Informatik ► Mathematik ► Finanz- / Wirtschaftsmathematik
	Technik ► Nachrichtentechnik
ISBN-10	0-08-101600-X / 008101600X
ISBN-13	978-0-08-101600-8 / 9780081016008
Zustand	Neuware