LEADER 03210nam 22005415 450 001 9910159368603321 005 20200703160356.0 010 $a3-319-50502-5 024 7 $a10.1007/978-3-319-50502-2 035 $a(CKB)3710000001019235 035 $a(DE-He213)978-3-319-50502-2 035 $a(MiAaPQ)EBC4777490 035 $a(PPN)198341563 035 $a(EXLCZ)993710000001019235 100 $a20170105d2016 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aSequential Learning and Decision-Making in Wireless Resource Management /$fby Rong Zheng, Cunqing Hua 205 $a1st ed. 2016. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2016. 215 $a1 online resource (XIII, 118 p. 22 illus.) 225 1 $aWireless Networks,$x2366-1186 311 $a3-319-50501-7 320 $aIncludes bibliographical references at the end of each chapters and index. 327 $aIntroduction -- 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. 330 $aThis book lays out the theoretical foundation of the so-called multi-armed bandit (MAB) problems and puts it in the context of resource management in wireless networks. Part I of the book presents the formulations, algorithms and performance of three forms of MAB problems, namely, stochastic, Markov and adversarial. Covering all three forms of MAB problems makes this book unique in the field. Part II of the book provides detailed discussions of representative applications of the sequential learning framework in cognitive radio networks, wireless LANs and wireless mesh networks. Both individuals in industry and those in the wireless research community will benefit from this comprehensive and timely treatment of these topics. Advanced-level students studying communications engineering and networks will also find the content valuable and accessible. 410 0$aWireless Networks,$x2366-1186 606 $aComputer networks 606 $aElectrical engineering 606 $aComputer Communication Networks$3https://scigraph.springernature.com/ontologies/product-market-codes/I13022 606 $aCommunications Engineering, Networks$3https://scigraph.springernature.com/ontologies/product-market-codes/T24035 615 0$aComputer networks. 615 0$aElectrical engineering. 615 14$aComputer Communication Networks. 615 24$aCommunications Engineering, Networks. 676 $a621.382 700 $aZheng$b Rong$4aut$4http://id.loc.gov/vocabulary/relators/aut$0875217 702 $aHua$b Cunqing$4aut$4http://id.loc.gov/vocabulary/relators/aut 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910159368603321 996 $aSequential Learning and Decision-Making in Wireless Resource Management$91953979 997 $aUNINA