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Book Cover
Author Zheng, Rong, 1951- author

Title Sequential learning and decision-making in wireless resource management / Rong Zheng, Cunqing Hua
Published Cham, Switzerland : Springer, [2016]
Online access available from:
Springer eBooks    View Resource Record  


Description 1 online resource (118 pages) : illustrations
Series Wireless networks
Wireless networks (Springer (Firm))
Contents Introduction -- Stochastic multi-armed bandit -- Markov multi-armed bandit -- Adversarial multi-armed bandit -- Spectrum sensing and access in cognitive radio networks -- Sniffer channel assignment in multi-channel wireless networks -- Online routing in multi-hop wireless networks -- Channel selection and user association in WiFi networks
Summary "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"--Provided by publisher
Bibliography Includes bibliographical references and index
Notes Print version record
Subject Radio resource management (Wireless communications)
Cognitive radio networks.
Form Electronic book
Author Hua, Cunqing, author
ISBN 9783319505022 (electronic book)
3319505025 (electronic book)