Sequential Learning and Decision-Making in Wireless Resource Management (Wireless Networks) - Hardcover

Zheng, Rong; Hua, Cunqing

 
9783319505015: Sequential Learning and Decision-Making in Wireless Resource Management (Wireless Networks)
Hardcover
ISBN 10: 3319505017 ISBN 13: 9783319505015
Verlag: Springer, 2017

Inhaltsangabe

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.


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Von der hinteren Coverseite

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.

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Verlag
Springer
Erscheinungsdatum
2017
Sprache
Englisch
ISBN 10 
3319505017
ISBN 13 
9783319505015
Einband
Tapa dura
Anzahl der Seiten
134
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

Friedrich-Karl-Str. 9
Hamburg
Deutschland

Weitere beliebte Ausgaben desselben Titels

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

Vorgestellte Ausgabe

ISBN 10:  331984413X ISBN 13:  9783319844138
Verlag: Springer, 2018
Softcover