Sequential Learning and Decision-making in Wireless Resource Management - Couverture rigide

Zheng, Rong; Hua, Cunqing

 
9783319505015: Sequential Learning and Decision-making in Wireless Resource Management
Couverture rigide
ISBN 10 : 3319505017 ISBN 13 : 9783319505015
Editeur : Springer International Publishing AG, 2017

Synopsis

This book lays out the theoretical foundation of the so-called multi-armed bandit (MAB) problems and puts it in the context of resource management in wireless networks. Part I of the book presents the formulations, algorithms and performance of three forms of MAB problems, namely, stochastic, Markov and adversarial. Covering all three forms of MAB problems makes this book unique in the field. Part II of the book provides detailed discussions of representative applications of the sequential learning framework in cognitive radio networks, wireless LANs and wireless mesh networks.
Both individuals in industry and those in the wireless research community will benefit from this comprehensive and timely treatment of these topics. Advanced-level students studying communications engineering and networks will also find the content valuable and accessible.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer International Publishing AG
Date d'édition
2017
Langue
anglais
ISBN 10 
3319505017
ISBN 13 
9783319505015
Reliure
Relié
Numéro d'édition
1
Nombre de pages
118
Coordonnées du fabricant
non disponible
Personne responsable
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

Friedrich-Karl-Str. 9
Hamburg
Allemagne

Autres éditions populaires du même titre

9783319844138: Sequential Learning and Decision-Making in Wireless Resource Management

Edition présentée

ISBN 10 :  331984413X ISBN 13 :  9783319844138
Editeur : Springer, 2018
Couverture souple