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Kniha Sequential Learning and Decision-Making in Wireless Resource Management Rong Zheng

Sequential Learning and Decision-Making in Wireless Resource Management

Autor: Rong Zheng, Cunqing Hua
Jazyk: Angličtina
Väzba: Brožovaná
Vydavateľ: Springer International Publishing AG
Dostupnosť: U vydavateľa na objednávku
Odosielame za 17-27 dní
111.37 €
This book lays out the theoretical foundation of the so-called multi-armed bandit (MAB) problems and...

Informácie o knihe

Autor
Rong Zheng, Cunqing Hua
Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2018
Stránok
118
EAN
9783319844138
Enbook ID
20119204
Vydavateľ
Springer International Publishing AG
Hmotnosť
214
Rozmery
155 x 235 x 7

Kompletný popis

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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