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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
Vazba: Brožovaná
Vydavatel: Springer International Publishing AG
Dostupnost: U nakladatele na objednávku
Odesíláme za 17-27 dnů
2 690 Kč
This book lays out the theoretical foundation of the so-called multi-armed bandit (MAB) problems and...

Informace o knize

Autor
Rong Zheng, Cunqing Hua
Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2018
Stránek
118
EAN
9783319844138
Enbook ID
20119204
Vydavatel
Springer International Publishing AG
Hmotnost
214
Rozměry
155 x 235 x 7

Kompletní 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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