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Data-Driven Optimization of an Array of Steered Sub-Arrays for Enhanced Fairness in MU-MIMO
Univ Twente, Netherlands.
Linköping University, Department of Science and Technology, Physics, Electronics and Mathematics. Linköping University, Faculty of Science & Engineering.ORCID iD: 0000-0003-2101-4519
2024 (English)In: 2024 18TH EUROPEAN CONFERENCE ON ANTENNAS AND PROPAGATION, EUCAP, IEEE , 2024Conference paper, Published paper (Refereed)
Abstract [en]

This paper investigates arrays of steered sub-arrays (SAs) for multi-user MIMO applications. We optimize SA steering angles based on rate-based and gain-based objective functions which naturally balance aggregate system performance and user fairness. Numerical simulations show that, compared to a full-digital array with the same number of RF-chains, rate-optimized arrays increase the array gain in small sector scenarios and compensate for low element gains in large sector scenarios. An array with 4-element SAs achieves the highest rate at all sectors at both low and high signal-to-noise ratios (SNRs). Improvements vary from 2% (120-degree sector, high SNR) to 113% (30-degree sector, low SNR). Hence, adjusting the steering angles to the long-term channel statistics yields significant rate improvements if users are confined to a small sector, without sacrificing performance if this is not the case. Similar results are obtained for gain-based optimized arrays, which is important and convenient for array design.

Place, publisher, year, edition, pages
IEEE , 2024.
Keywords [en]
Antenna Arrays; Multi-User MIMO; Optimization
National Category
Signal Processing
Identifiers
URN: urn:nbn:se:liu:diva-207651DOI: 10.23919/EuCAP60739.2024.10501719ISI: 001215536203150ISBN: 9788831299091 (electronic)ISBN: 9798350394436 (print)OAI: oai:DiVA.org:liu-207651DiVA, id: diva2:1898438
Conference
18th European Conference on Antennas and Propagation (EuCAP), Glasgow, SCOTLAND, mar 17-22, 2024
Note

Funding Agencies|ELLIIT strategic research

Available from: 2024-09-17 Created: 2024-09-17 Last updated: 2024-09-17

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CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
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