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Intra-cluster channel modeling and cross-layer beamforming efficiency for mmWave communications

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Title
Intra-cluster channel modeling and cross-layer beamforming efficiency for mmWave communications
Name (type = personal)
NamePart (type = family)
Yaman
NamePart (type = given)
Yavuz Orhan
NamePart (type = date)
1986-
DisplayForm
Yavuz Orhan Yaman
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author
Name (type = personal)
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Spasojevic
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Predrag Spasojevic
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Advisory Committee
Role
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chair
Name (type = corporate)
NamePart
Rutgers University
Role
RoleTerm (authority = RULIB)
degree grantor
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School of Graduate Studies
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school
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Text
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theses
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2020
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2020-01
CopyrightDate (encoding = w3cdtf); (qualifier = exact)
2020
Language
LanguageTerm (authority = ISO 639-3:2007); (type = text)
English
Abstract (type = abstract)
In millimeter-wave (mmWave) channels, to overcome the high path loss, beamforming is required. Since beamforming is technically a spatial filtering operation, the spatial representation of the channel is essential. Specifically, for accurate beam alignment and minimizing the outages, inter-beam interferences, etc., cluster-level spatial modeling is necessary. Further, to balance and optimize the hardware complexity at the receiver front-end and the received power, a detailed analysis for the beamforming efficiency at PHY layer is required. In the first part of this study, we first create a ray-tracing based intra-cluster channel model (RT-ICM) for stationary mmWave communications and then using RT-ICM, in the second part, we inquire the optimum beamwidth values that maximizes the received power in the case of both perfect and imperfect alignments. Using the theoretical array antenna gain models for uniform linear array (ULA) and uniform planar array (UPA), we estimate the required number of antennas for the optimum beamwidth; thereby analyzing the cost at the receiver structure and study the trade-off curves for the reasonable optimum hardware complexity. We also show how to realize an adaptive beamwidth structure by means of phase-only beam broadening approach and then implement it into an hybrid beamforming system. In the simulations, we first show that the proposed intra-cluster model, RT-ICM is in a perfect agreement with the full-scan software results and the measurements held in the literature. For the beamwidth analysis, we demonstrate that the optimum beamwidth is a function of standard deviation of the channel power spectrum and the amount of misalignment. For a perfect alignment, we also show that the optimum beamwidth is zero, but to reach 95% of the maximum power for an indoor mmWave cluster, a practical beamwidth of 7◦ − 10◦ is enough, which can be created with 18 − 20 antenna elements for ULA. It is concluded that the antenna gain dominates the received power in the UPA case and intra-cluster power angular spectrum of the channel becomes less critical. Finally, in the third part, we propose two fast beam searching protocols that work at MAC layer to complete the beamforming efficiency analysis at mmWave communications.
Subject (authority = RUETD)
Topic
Electrical and Computer Engineering
Subject (authority = local)
Topic
5G
Subject (authority = LCSH)
Topic
Millimeter wave communication systems
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Title
Rutgers University Electronic Theses and Dissertations
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ETD_10444
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application/pdf
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1 online resource (xvii, 158 pages) : illustrations
Note (type = degree)
Ph.D.
Note (type = bibliography)
Includes bibliographical references
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School of Graduate Studies Electronic Theses and Dissertations
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rucore10001600001
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Identifier (type = doi)
doi:10.7282/t3-bk7v-4d59
Genre (authority = ExL-Esploro)
ETD doctoral
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The author owns the copyright to this work.
RightsHolder (type = personal)
Name
FamilyName
Yaman
GivenName
Yavuz
Role
Copyright Holder
RightsEvent
Type
Permission or license
DateTime (encoding = w3cdtf); (qualifier = exact); (point = start)
2019-12-12 13:54:46
AssociatedEntity
Name
Yavuz Yaman
Role
Copyright holder
Affiliation
Rutgers University. School of Graduate Studies
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Author Agreement License
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I hereby grant to the Rutgers University Libraries and to my school the non-exclusive right to archive, reproduce and distribute my thesis or dissertation, in whole or in part, and/or my abstract, in whole or in part, in and from an electronic format, subject to the release date subsequently stipulated in this submittal form and approved by my school. I represent and stipulate that the thesis or dissertation and its abstract are my original work, that they do not infringe or violate any rights of others, and that I make these grants as the sole owner of the rights to my thesis or dissertation and its abstract. I represent that I have obtained written permissions, when necessary, from the owner(s) of each third party copyrighted matter to be included in my thesis or dissertation and will supply copies of such upon request by my school. I acknowledge that RU ETD and my school will not distribute my thesis or dissertation or its abstract if, in their reasonable judgment, they believe all such rights have not been secured. I acknowledge that I retain ownership rights to the copyright of my work. I also retain the right to use all or part of this thesis or dissertation in future works, such as articles or books.
Copyright
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Copyright protected
Availability
Status
Open
Reason
Permission or license
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2019-12-18T00:55:00
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