000
|
|
camMu |
001
|
|
2210080897335 |
003
|
|
OCoLC |
005
|
|
20210225115012 |
006
|
|
m d |
007
|
|
cr |n||||||||| |
008
|
|
190703t20192019enk fo 000 0 eng d |
019
|
|
▼a1137040424 |
020
|
|
▼a9781785616587 |
020
|
|
▼a1785616587 |
020
|
|
▼z1785616579 |
020
|
|
▼z9781785616570 |
035
|
|
▼a2339146▼b(N▼T) |
035
|
|
▼a(OCoLC)1112080671▼z(OCoLC)1137040424 |
040
|
|
▼aSTF▼beng▼epn▼cSTF▼dOCLCO▼dUIU▼dOCLCF▼dCUS▼dYDX▼dCNO▼dEBLCP▼dN▼dCSA▼d221008 |
050
|
|
▼aTK5103.2▼b.A67 2019eb |
072
|
|
▼aB6250▼2inspec |
072
|
|
▼aC7410F▼2inspec |
072
|
|
▼aC6170K▼2inspec |
072
|
|
▼aC6130▼2inspec |
082
|
|
▼a621.3820285631 |
245
|
00 |
▼aApplications of machine learning in wireless communications /▼cedited by Ruisi He and Zhiguo Ding. |
260
|
|
▼aLondon, United Kingdom :▼bThe Institution of Engineering and Technology,▼c2019. |
300
|
|
▼a1 online resource (xvi, 474 pages). |
336
|
|
▼atext▼btxt▼2rdacontent |
337
|
|
▼acomputer▼bc▼2rdamedia |
338
|
|
▼aonline resource▼bcr▼2rdacarrier |
490
|
|
▼aIET Telecommunications series ;▼v81 |
504
|
|
▼aIncludes bibliographical references and index. |
520
|
|
▼aIn such an era of big data where data mining and data analysis technologies are effective approaches for wireless system evaluation and design, the applications of machine learning in wireless communications have received a lot of attention recently. Machine learning provides feasible and new solutions for the complex wireless communication system design. It has been a powerful tool and popular research topic with many potential applications to enhance wireless communications, e.g. radio channel modelling, channel estimation and signal detection, network management and performance improvement, access control, resource allocation. However, most of the current researches are separated into different fields and have not been well organized and presented yet. It is therefore difficult for academic and industrial groups to see the potentialities of using machine learning in wireless communications. It is now appropriate to present a detailed guidance of how to combine the disciplines of wireless communications and machine learning. |
588
|
|
▼aOnline resource; title from PDF title page (IET, viewed September 19, 2019). |
590
|
|
▼aMaster record variable field(s) change: 650 |
650
|
|
▼aWireless communication systems. |
650
|
|
▼aData mining. |
650
|
|
▼aElectronic data processing. |
650
|
|
▼aMachine learning. |
650
|
|
▼aRadio. |
650
|
|
▼aTelecommunication▼xData processing. |
650
|
|
▼aData mining.▼2fast▼0(OCoLC)fst00887946 |
650
|
|
▼aMachine learning.▼2fast▼0(OCoLC)fst01004795 |
650
|
|
▼aRadio.▼2fast▼0(OCoLC)fst01087053 |
650
|
|
▼aTelecommunication▼xData processing.▼2fast▼0(OCoLC)fst01145844 |
650
|
|
▼aWireless communication systems.▼2fast▼0(OCoLC)fst01176209 |
650
|
|
▼aBig Data.▼2inspect |
650
|
|
▼adata analysis.▼2inspect |
650
|
|
▼adata mining.▼2inspect |
650
|
|
▼alearning (artificial intelligence).▼2inspect |
650
|
|
▼aradiocommunication.▼2inspect |
650
|
|
▼atelecommunication computing.▼2inspect |
653
|
|
▼amachine learning |
653
|
|
▼awireless communications |
653
|
|
▼aBig Data |
653
|
|
▼adata mining |
653
|
|
▼adata analysis |
653
|
|
▼awireless system evaluation |
653
|
|
▼awireless system design |
655
|
|
▼aElectronic books. |
655
|
|
▼aElectronic books. |
700
|
|
▼aHe, Ruisi,▼eeditor. |
700
|
|
▼aZhiguo Ding,▼eeditor. |
776
|
|
▼iPrint version:▼tApplications of machine learning in wireless communications.▼dLondon, United Kingdom : The Institution of Engineering and Technology, 2019▼z1785616579▼w(OCoLC)1084807888 |
830
|
|
▼aIET telecommunications series ;▼v81. |
856
|
|
▼3EBSCOhost▼uhttp://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=2339146 |
938
|
|
▼aProQuest Ebook Central▼bEBLB▼nEBL6026415 |
938
|
|
▼aYBP Library Services▼bYANK▼n301049516 |
938
|
|
▼aEBSCOhost▼bEBSC▼n2339146 |
994
|
|
▼a92▼bN |