000			02821nam a22004815i 4500
001			978-3-319-50502-2
003			DE-He213
005			20200421112042.0
007			cr nn 008mamaa
008			170105s2016 gw | s |||| 0|eng d
020			_a9783319505022 _9978-3-319-50502-2
024	7		_a10.1007/978-3-319-50502-2 _2doi
050		4	_aTK5105.5-5105.9
072		7	_aUKN _2bicssc
072		7	_aCOM075000 _2bisacsh
082	0	4	_a004.6 _223
100	1		_aZheng, Rong. _eauthor.
245	1	0	_aSequential Learning and Decision-Making in Wireless Resource Management _h[electronic resource] / _cby Rong Zheng, Cunqing Hua.
264		1	_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2016.
300			_aXIII, 118 p. 22 illus. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aWireless Networks, _x2366-1186
505	0		_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.
520			_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.
650		0	_aComputer science.
650		0	_aComputer communication systems.
650		0	_aElectrical engineering.
650	1	4	_aComputer Science.
650	2	4	_aComputer Communication Networks.
650	2	4	_aCommunications Engineering, Networks.
700	1		_aHua, Cunqing. _eauthor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783319505015
830		0	_aWireless Networks, _x2366-1186
856	4	0	_uhttp://dx.doi.org/10.1007/978-3-319-50502-2
912			_aZDB-2-SCS
942			_cEBK
999			_c56714 _d56714