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Large-System Analysis of Massive MIMO with Optimal M-MMSE Processing
Univ Pisa, Dipartimento Ingn Informaz, Pisa, Italy..
Department of Electrical Engineering (ISY), Linköping University, Linköping, Sweden.ORCID iD: 0000-0002-5954-434x
King Abdullah Univ Sci & Technol, Elect Engn Dept, Thuwal, Saudi Arabia..
2019 (English)In: 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Institute of Electrical and Electronics Engineers (IEEE), 2019, article id 8815490Conference paper, Published paper (Refereed)
Abstract [en]

We consider the uplink of a Massive MIMO network with L cells, each comprising a BS with M antennas and K single-antenna user equipments. Recently, [1] studied the asymptotic spectral efficiency of such networks with optimal multicell minimum mean-squared error (M-MMSE) processing when M -> infinity and K is kept fixed. Remarkably, [1] proved that, for practical channels with spatial correlation, the spectral efficiency grows unboundedly, even with pilot contamination. In this paper, we extend the analysis from [1] to the alternative regime in which M,K -> infinity with a given ratio. Tools from random matrix theory are used to compute low-complexity approximations which are proved to be asymptotically tight, but accurate for realistic system dimensions, as shown by simulations.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2019. article id 8815490
Series
IEEE International Workshop on Signal Processing Advances in Wireless Communications, ISSN 2325-3789
National Category
Signal Processing Telecommunications
Identifiers
URN: urn:nbn:se:kth:diva-296032DOI: 10.1109/SPAWC.2019.8815490ISI: 000539626100102Scopus ID: 2-s2.0-85072327039OAI: oai:DiVA.org:kth-296032DiVA, id: diva2:1664551
Conference
20th IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), JUL 02-05, 2019, Cannes, France
Note

QC 20220616

Part of proceedings: ISBN 978-1-5386-6528-2

Available from: 2022-06-03 Created: 2022-06-03 Last updated: 2022-06-25Bibliographically approved

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Björnson, Emil

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CiteExportLink to record
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Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
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  • de-DE
  • en-GB
  • en-US
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Output format
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