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portada Sequential Learning and Decision-Making in Wireless Resource Management
Type
Physical Book
Author
Publisher
Language
English
Pages
118
Format
Paperback
Dimensions
23.4x15.6x0.7 cm
Weight
0.20 kg.
ISBN13
9783319844138
Categories

Sequential Learning and Decision-Making in Wireless Resource Management

Rong Zheng (Author) · Cunqing Hua (Author) · Springer · Paperback

Sequential Learning and Decision-Making in Wireless Resource Management - Zheng, Rong ; Hua, Cunqing

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Synopsis "Sequential Learning and Decision-Making in Wireless Resource Management"

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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