000 | 04194nam a22006135i 4500 | ||
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001 | 978-3-030-88630-1 | ||
003 | DE-He213 | ||
005 | 20240423125449.0 | ||
007 | cr nn 008mamaa | ||
008 | 211027s2021 sz | s |||| 0|eng d | ||
020 |
_a9783030886301 _9978-3-030-88630-1 |
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024 | 7 |
_a10.1007/978-3-030-88630-1 _2doi |
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050 | 4 | _aTK5105.5-5105.9 | |
072 | 7 |
_aUKN _2bicssc |
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_aCOM043000 _2bisacsh |
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072 | 7 |
_aUKN _2thema |
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082 | 0 | 4 |
_a004.6 _223 |
100 | 1 |
_aYang, Peng. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
245 | 1 | 0 |
_aMillimeter-Wave Networks _h[electronic resource] : _bBeamforming Design and Performance Analysis / _cby Peng Yang, Wen Wu, Ning Zhang, Xuemin Shen. |
250 | _a1st ed. 2021. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2021. |
|
300 |
_aXII, 160 p. 67 illus., 54 illus. in color. _bonline resource. |
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336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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347 |
_atext file _bPDF _2rda |
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490 | 1 |
_aWireless Networks, _x2366-1445 |
|
505 | 0 | _aIntroduction -- Literature Review of mmWave Networks -- Machine Learning Based Beam Alignment in mmWave Networks -- Beamforming Training Protocol Design and Analysis -- Beamforming-Aided Cooperative Edge Caching in mmWave Dense Networks -- Summary and Future Directions. | |
520 | _aThis book provides a comprehensive review and in-depth study on efficient beamforming design and rigorous performance analysis in mmWave networks, covering beam alignment, beamforming training and beamforming-aided caching. Due to significant beam alignment latency between the transmitter and the receiver in existing mmWave systems, this book proposes a machine learning based beam alignment algorithm for mmWave networks to determine the optimal beam pair with a low latency. Then, to analyze and enhance the performance of beamforming training (BFT) protocol in 802.11ad mmWave networks, an analytical model is presented to evaluate the performance of BFT protocol and an enhancement scheme is proposed to improve its performance in high user density scenarios. Furthermore, it investigates the beamforming-aided caching problem in mmWave networks, and proposes a device-to-device assisted cooperative edge caching to alleviate backhaul congestion and reduce content retrieval delay. This book concludes with future research directions in the related fields of study. The presented beamforming designs and the corresponding research results covered in this book, provides valuable insights for practical mmWave network deployment and motivate new ideas for future mmWave networking. This book targets researchers working in the fields of mmWave networks, beamforming design, and resource management as well as graduate students studying the areas of electrical engineering, computing engineering and computer science. Professionals in industry who work in this field will find this book useful as a reference. | ||
650 | 0 | _aComputer networks . | |
650 | 0 | _aWireless communication systems. | |
650 | 0 | _aMobile communication systems. | |
650 | 0 | _aMachine learning. | |
650 | 0 | _aTelecommunication. | |
650 | 1 | 4 | _aComputer Communication Networks. |
650 | 2 | 4 | _aWireless and Mobile Communication. |
650 | 2 | 4 | _aMachine Learning. |
650 | 2 | 4 | _aCommunications Engineering, Networks. |
700 | 1 |
_aWu, Wen. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
700 | 1 |
_aZhang, Ning. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
700 | 1 |
_aShen, Xuemin. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783030886295 |
776 | 0 | 8 |
_iPrinted edition: _z9783030886318 |
776 | 0 | 8 |
_iPrinted edition: _z9783030886325 |
830 | 0 |
_aWireless Networks, _x2366-1445 |
|
856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-030-88630-1 |
912 | _aZDB-2-SCS | ||
912 | _aZDB-2-SXCS | ||
942 | _cSPRINGER | ||
999 |
_c178210 _d178210 |