Recast Subspace Pursuit-based Channel Estimation for Hybrid Beamforming NarrowBand Millimeter-Wave Massive MIMO Systems

Millimeter wave (mmWave) wireless communication systems with hybrid beamforming require reliable estimation of channel state information to perform optimally. Though the combined high-speed analog-to-digital converters (ADCs) and hybrid precoder/combiner architecture of this system ameliorate the pr...

Full description

Saved in:
Bibliographic Details
Published in:IEEE Vehicular Technology Conference pp. 1 - 6
Main Author: Oyerinde, Olutayo Oyeyemi
Format: Conference Proceeding
Language:English
Published: IEEE 01.06.2022
Subjects:
Array signal processing
Channel estimation
Estimation
hybrid precoder
millimeter wave
Millimeter wave technology
narrowband channel
Simulation
Vehicular and wireless technologies
Wireless communication
ISSN:2577-2465
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Abstract Millimeter wave (mmWave) wireless communication systems with hybrid beamforming require reliable estimation of channel state information to perform optimally. Though the combined high-speed analog-to-digital converters (ADCs) and hybrid precoder/combiner architecture of this system ameliorate the problem of high-power consumption, they make channel estimation to become cumbersome. The paper proposed a channel estimation scheme that is based on a conventional subspace pursuit algorithm. The proposed estimator is named Recast Subspace Pursuit (ReSP)-based channel estimator. Besides taking advantage of the inherent sparsity in the mmWave Massive MIMO channel, the ReSP-based estimator also exploits the a-priori knowledge of channel matrix support-set as side information for the estimation procedure. Simulation results confirm that the proposed ReSP-based channel estimator can exhibit improved performance than some traditional and earlier proposed channel estimation schemes.
AbstractList Millimeter wave (mmWave) wireless communication systems with hybrid beamforming require reliable estimation of channel state information to perform optimally. Though the combined high-speed analog-to-digital converters (ADCs) and hybrid precoder/combiner architecture of this system ameliorate the problem of high-power consumption, they make channel estimation to become cumbersome. The paper proposed a channel estimation scheme that is based on a conventional subspace pursuit algorithm. The proposed estimator is named Recast Subspace Pursuit (ReSP)-based channel estimator. Besides taking advantage of the inherent sparsity in the mmWave Massive MIMO channel, the ReSP-based estimator also exploits the a-priori knowledge of channel matrix support-set as side information for the estimation procedure. Simulation results confirm that the proposed ReSP-based channel estimator can exhibit improved performance than some traditional and earlier proposed channel estimation schemes.
Author Oyerinde, Olutayo Oyeyemi
Author_xml – sequence: 1
  givenname: Olutayo Oyeyemi
  surname: Oyerinde
  fullname: Oyerinde, Olutayo Oyeyemi
  email: Olutayo.Oyerinde@wits.ac.za
  organization: University of the Witwatersrand,School of Electrical and Information Engineering,Johannesburg,South Africa,2050
BookMark eNotkE1PwkAYhFejiYD8Ai979FLcr263R2lQSECMoB7J2_atrukH2W0l_HtL5PRkZpLJZIbkqm5qJOSeswnnLH742CaCCRFs9s7WX6GS3ExOxiQ2mjNuLsg4jgzXOlRG9OklGYgwigKhdHhDht7_MMY412JADm-YgW_ppkv9HjKkr53znW2DFDzmNPmGusaSznxrK2htU9OicXR-TJ3N6RSh6mXVj6Av4FxzmEKd05UtS1thiy74hF-kK_DenrhYrenm6Fus_C25LqD0OD5zRN6fZttkHizXz4vkcRlYLmUbyKJQWuURy1WKgDwMjYmEyWIt0KQomY44iAiEyrhAFcepkpLrDHSmM4YgR-Tuv9ci4q7_qwJ33J1_kn9J82NX
ContentType Conference Proceeding
DBID 6IE
6IH
CBEJK
RIE
RIO
DOI 10.1109/VTC2022-Spring54318.2022.9861018
DatabaseName IEEE Electronic Library (IEL) Conference Proceedings
IEEE Proceedings Order Plan (POP) 1998-present by volume
IEEE Xplore All Conference Proceedings
IEEE Electronic Library (IEL)
IEEE Proceedings Order Plans (POP) 1998-present
DatabaseTitleList
Database_xml – sequence: 1
  dbid: RIE
  name: IEEE Electronic Library (IEL)
  url: https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISBN 9781665482431
1665482435
EISSN 2577-2465
EndPage 6
ExternalDocumentID 9861018
Genre orig-research
GrantInformation_xml – fundername: National Research Foundation
  funderid: 10.13039/501100001321
GroupedDBID -~X
29I
6IE
6IH
AFFNX
AI.
ALMA_UNASSIGNED_HOLDINGS
CBEJK
RIE
RIO
RNS
VH1
ID FETCH-LOGICAL-i133t-3ff464d70d4beae15588728c962e8be30671a27a24c12e499b43316ca6c6c0ea3
IEDL.DBID RIE
ISICitedReferencesCount 3
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000861825803058&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
IngestDate Wed Aug 27 02:28:27 EDT 2025
IsPeerReviewed false
IsScholarly false
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-i133t-3ff464d70d4beae15588728c962e8be30671a27a24c12e499b43316ca6c6c0ea3
PageCount 6
ParticipantIDs ieee_primary_9861018
PublicationCentury 2000
PublicationDate 2022-June
PublicationDateYYYYMMDD 2022-06-01
PublicationDate_xml – month: 06
  year: 2022
  text: 2022-June
PublicationDecade 2020
PublicationTitle IEEE Vehicular Technology Conference
PublicationTitleAbbrev VTC54318
PublicationYear 2022
Publisher IEEE
Publisher_xml – name: IEEE
SSID ssj0001162
Score 1.8179601
Snippet Millimeter wave (mmWave) wireless communication systems with hybrid beamforming require reliable estimation of channel state information to perform optimally....
SourceID ieee
SourceType Publisher
StartPage 1
SubjectTerms Array signal processing
Channel estimation
Estimation
hybrid precoder
millimeter wave
Millimeter wave technology
narrowband channel
Simulation
Vehicular and wireless technologies
Wireless communication
Title Recast Subspace Pursuit-based Channel Estimation for Hybrid Beamforming NarrowBand Millimeter-Wave Massive MIMO Systems
URI https://ieeexplore.ieee.org/document/9861018
WOSCitedRecordID wos000861825803058&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1NT8JAEN0gMUYvfoDxO3vw4MGF7rZst1cIBBNBDqjcyO52SJpIMdBi_PfulAY18eKpTdNMmp105s3svLeE3Gq_FfrS95lnRMQCxX2mJOcMVBxq7unIxoWnH8PhUE0m0ahC7rdcGAAohs-ggbfFXn68sDm2ypqRM-NxtUN2wlBuuFrbqMu5FHvkrtTQbL6MOwIH1TftMSR84xyXEI3Sxq_DVIpc0jv831cckfo3KY-OtunmmFQgPSEHP_QEa-TDgUC9yihGA1cLu_fz5SpPMoa5KqbIJEjhjXbdb71hLFIHWWn_E1lbtA16jgjWWaLDQpqxrdOYIlkwmePQDHvVa6ADh7YTvD4Mnmipd14nz73uuNNn5ckKLHE1acb82SyQQRx6cWBAg8MULtYIZSMpQBnAMoJrEWoRWC7AFUUGiVXSamml9UD7p6SaLlI4I9QYq1QrCsBK3CV18cAGoWc9qUykZyY4JzVcwun7RjxjWq7exd-PL8l-4baizXFFqtkyh2uya9dZslreFB7_AvIIrRg
linkProvider IEEE
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV07T8MwED7xEo-FR0G88cDAgNvYSR1nBbUqoi0MBbpVjnOVIkGK2rSIf48vjQpILEyxouhk-ZR7-b7vAC6NXw995fvci2XEAy18rpUQHHUSGuGZyCaFpttht6v7_ehxCa4XWBhELJrPsErL4i4_GdkplcpqkRPjCb0MqzQ5q0RrLeyuEEquw1XJoll77t1KalWfF8gI8k2dXFJWSym_xqkU3qS5_b997MD-NyyPPS4czi4sYbYHWz8YBSvw4cJAM8kZ2QOXDbvvp-PJNM05eauEEZYgw1fWcD_2HLPIXNDKWp-E22I3aN4ohnWSWLcgZ7wxWcIILpi-UdsMfzEzZB0Xb6f0vOs8sJLxfB-emo3ebYuXsxV46rLSnPvDYaCCJPSSIEaDLqpw1kZqGymJOkZKJISRoZGBFRJdWhQTtEpZo6yyHhr_AFayUYaHwOLYal2PArSK7kmdRbBB6FlP6Tgywzg4ggod4eB9Tp8xKE_v-O_XF7DR6nXag_Zd9_4ENgsVFkWPU1jJx1M8gzU7y9PJ-LzQ_hcha7Bh
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=proceeding&rft.title=IEEE+Vehicular+Technology+Conference&rft.atitle=Recast+Subspace+Pursuit-based+Channel+Estimation+for+Hybrid+Beamforming+NarrowBand+Millimeter-Wave+Massive+MIMO+Systems&rft.au=Oyerinde%2C+Olutayo+Oyeyemi&rft.date=2022-06-01&rft.pub=IEEE&rft.eissn=2577-2465&rft.spage=1&rft.epage=6&rft_id=info:doi/10.1109%2FVTC2022-Spring54318.2022.9861018&rft.externalDocID=9861018