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Spectral Efficiency of Massive MIMO with LMMSE Receivers under Finite Dimensional Channels
Tan, Weiqiang1,2; Yang, Xi2; Ma, Shaodan2
2022-01
Source PublicationIEEE Wireless Communications Letters
ISSN2162-2337
Volume11Issue:1Pages:18-22
Abstract

This letter investigates the uplink achievable spectral efficiency (SE) of massive MIMO systems, where the base station (BS) utilizes the linear minimum mean square error (LMMSE) detector and is deployed with the uniform rectangular array (URA). The novel expressions on the achievable SE have been derived by considering a finite dimensional physical channels model and assuming the BS has perfect channel state information (CSI). Based on the derived analytical expression, we further derive the closed-form expression on the total achievable SE for a purely line-of-sight (LoS) channel and explore the effect of the physical parameters on the total achievable SE. Results show that the total achievable SE tends to a saturation rate as the number of BS antennas and/or the average transmit power increases under a purely LoS channel. For a finite dimensional channels, the total achievable SE can not be improved by increasing the number of the paths. Instead, we take advantage of the sparsity characteristics of the finite dimensional channels and propose a beam selection scheme by select the dominant eigenvalues of steering matrix. Results show that the proposed scheme can achieve near-optimal performance with massive MIMO system.

KeywordMmwave Communication Massive Mimo Lmmse Receiver Spectral Efficiency
DOI10.1109/LWC.2021.3118700
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaTelecommunications ; Computer Science ; Engineering
WOS SubjectComputer Science, Information Systems ; Engineering, Electrical & Electronic ; Telecommunications
WOS IDWOS:000739999600007
Scopus ID2-s2.0-85117149341
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Citation statistics
Document TypeJournal article
CollectionTHE STATE KEY LABORATORY OF INTERNET OF THINGS FOR SMART CITY (UNIVERSITY OF MACAU)
Faculty of Science and Technology
DEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING
Corresponding AuthorMa, Shaodan
Affiliation1.School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, 510006, China
2.State Key Laboratory of Internet of Things for Smart City, Department of Electrical and Computer Engineering, University of Macau, Macao
First Author AffilicationUniversity of Macau
Corresponding Author AffilicationUniversity of Macau
Recommended Citation
GB/T 7714
Tan, Weiqiang,Yang, Xi,Ma, Shaodan. Spectral Efficiency of Massive MIMO with LMMSE Receivers under Finite Dimensional Channels[J]. IEEE Wireless Communications Letters, 2022, 11(1), 18-22.
APA Tan, Weiqiang., Yang, Xi., & Ma, Shaodan (2022). Spectral Efficiency of Massive MIMO with LMMSE Receivers under Finite Dimensional Channels. IEEE Wireless Communications Letters, 11(1), 18-22.
MLA Tan, Weiqiang,et al."Spectral Efficiency of Massive MIMO with LMMSE Receivers under Finite Dimensional Channels".IEEE Wireless Communications Letters 11.1(2022):18-22.
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