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.
Über den Autor Rong Zheng
guo li zheng zhi da xue fu jiao wu chang jian tong shi jiao yu zhong xin zhu ren jiao shi yan xi zhong xin zhu ren jiao yu xue xi fu jiao shou xi ya tu tai ping yang da xue tong xun jiao shou lun dun da xue jiao yu xue yuan jiao yu zheng ce lian wei xue wei guo li ji nan guo ji da xue bi jiao jiao yu bo shi