001440629 000__ 04055cam\a2200589\i\4500 001440629 001__ 1440629 001440629 003__ OCoLC 001440629 005__ 20230309004652.0 001440629 006__ m\\\\\o\\d\\\\\\\\ 001440629 007__ cr\un\nnnunnun 001440629 008__ 211031s2021\\\\sz\a\\\\ob\\\\000\0\eng\d 001440629 019__ $$a1281236646$$a1281649975$$a1281986226$$a1283859210$$a1287775931$$a1292518631 001440629 020__ $$a9783030886301$$q(electronic bk.) 001440629 020__ $$a3030886301$$q(electronic bk.) 001440629 020__ $$z9783030886295 001440629 020__ $$z3030886298 001440629 0247_ $$a10.1007/978-3-030-88630-1$$2doi 001440629 035__ $$aSP(OCoLC)1281581620 001440629 040__ $$aYDX$$beng$$erda$$epn$$cYDX$$dGW5XE$$dEBLCP$$dN$T$$dDCT$$dOCLCF$$dOCLCO$$dDKU$$dOCLCQ$$dOCLCO$$dUKAHL$$dOCLCQ 001440629 049__ $$aISEA 001440629 050_4 $$aTK5103.4835$$b.Y36 2021 001440629 08204 $$a621.384$$223 001440629 1001_ $$aYang, Peng,$$eauthor. 001440629 24510 $$aMillimeter-wave networks :$$bbeamforming design and performance analysis /$$cPeng Yang, Wen Wu, Ning Zhang, Xuemin Shen. 001440629 264_1 $$aCham :$$bSpringer,$$c[2021] 001440629 264_4 $$c©2021 001440629 300__ $$a1 online resource :$$billustrations (chiefly color) 001440629 336__ $$atext$$btxt$$2rdacontent 001440629 337__ $$acomputer$$bc$$2rdamedia 001440629 338__ $$aonline resource$$bcr$$2rdacarrier 001440629 347__ $$atext file 001440629 347__ $$bPDF 001440629 4901_ $$aWireless networks,$$x2366-1445 001440629 504__ $$aIncludes bibliographical references. 001440629 5050_ $$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. 001440629 506__ $$aAccess limited to authorized users. 001440629 520__ $$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. 001440629 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed November 15, 2021). 001440629 650_0 $$aMillimeter wave communication systems. 001440629 650_6 $$aSystèmes de communication à ondes millimétriques. 001440629 655_0 $$aElectronic books. 001440629 7001_ $$aWu, Wen,$$eauthor. 001440629 7001_ $$aZhang, Ning,$$eauthor. 001440629 7001_ $$aShen, X.$$q(Xuemin),$$d1958-$$eauthor. 001440629 77608 $$iPrint version:$$z3030886298$$z9783030886295$$w(OCoLC)1267389343 001440629 830_0 $$aWireless networks (Springer (Firm))$$x2366-1445 001440629 852__ $$bebk 001440629 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-030-88630-1$$zOnline Access$$91397441.1 001440629 909CO $$ooai:library.usi.edu:1440629$$pGLOBAL_SET 001440629 980__ $$aBIB 001440629 980__ $$aEBOOK 001440629 982__ $$aEbook 001440629 983__ $$aOnline 001440629 994__ $$a92$$bISE