Game Theory And Learning For Wireless Networks: Fundamentals And Applications

Paperback | October 30, 2017

bySamson Lasaulce, Hamidou Tembine

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* The first tutorial-style book that gives all the relevant theory at the right level of rigor, for the wireless communications engineer. * Bridges the gap between theory and practice by giving examples and case studies showing how game theory can solve real-word problems. * Contains algorithms and techniques to implement game theory in wireless terminals. 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 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. The first tutorial style book that gives all the relevant theory, at the right level of rigour, for the wireless communications engineer Bridges the gap between theory and practice by giving examples and case studies showing how game theory can solve real world resource allocation problems Contains algorithms and techniques to implement game theory in wireless terminals

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From the Publisher

* The first tutorial-style book that gives all the relevant theory at the right level of rigor, for the wireless communications engineer. * Bridges the gap between theory and practice by giving examples and case studies showing how game theory can solve real-word problems. * Contains algorithms and techniques to implement game theory i...

From the Jacket

* The first tutorial-style book that gives all the relevant theory at the right level of rigor, for the wireless communications engineer.* Bridges the gap between theory and practice by giving examples and case studies showing how game theory can solve real-word problems.* Contains algorithms and techniques to implement game theory in ...

Samson received his BSc and Agrégation degree in Applied Physics from École Normale Supérieure (Cachan) and his MSc and PhD in Signal Processing from École Nationale Supérieure des Télécommunications (Paris). Professional experience. He has been working with Motorola Labs for three years (1999, 2000, 2001) and with France Télécom R&D f...
Format:PaperbackDimensions:336 pages, 8.75 × 6.35 × 0.68 inPublished:October 30, 2017Publisher:Academic PressLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:008101600X

ISBN - 13:9780081016008

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Extra Content

Table of Contents

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