Sequential Learning and Decision-Making in Wireless Resource Management

$15.99

Sequential Learning and Decision-Making in Wireless Resource Management
Authors: Rong Zheng
Year: 2016
Publisher: Springer International Publishing
Language: English
ISBN 13: 9783319505022
ISBN 10: 3319505025
Categories: Computers, Hardware
Pages: 320 / 319
Edition: 1

Availability: 5000 in stock

SKU: 9783319505022 Categories: ,

Sequential Learning and Decision-Making in Wireless Resource Management Rong Zheng, Cunqing Hua (auth.)
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.
Categories:
Computers – Hardware
Year:
2016
Edition:
1
Publisher:
Springer International Publishing
Language:
english
Pages:
121
ISBN 10:
3319505025
ISBN 13:
9783319505022
Series:
Wireless Networks
File:
39 MB

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Sequential Learning and Decision-Making in Wireless Resource Management
$15.99

Availability: 5000 in stock