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Low-complexity multiuser detection in millimeter-wave systems based on opportunistic hybrid beamforming

  • Quan Yu
  • , Chao Han
  • , Lin Bai*
  • , Jinho Choi
  • , Xuemin Sherman Shen
  • *Corresponding author for this work
  • Beihang University
  • Institute of Chinese Electronic Equipment System Engineering Corporation
  • Gwangju Institute of Science and Technology
  • University of Waterloo

Research output: Contribution to journalArticlepeer-review

Abstract

In this paper, we study the multiuser detection in a millimeter-wave (mm-wave) wireless communication system using hybrid beamformers, where uplink transmissions are considered under limited scattering. For a base station, with the condition that the number of radio-frequency (RF) chains is relatively smaller than that of users, we consider opportunistic beamforming with analog beams for multiple-signal detection and derive a closed form expression for system sum rate. By applying the minimum mean square error (MMSE)-filter with the proposed opportunistic hybrid beamforming algorithm, the system performance can be further improved. Through simulation results, it is shown that the proposed MMSE-based multiuser detection approaches are attractive for hybrid mm-wave systems to support a large number of users with a small number of RF chains.

Original languageEnglish
Article number8430606
Pages (from-to)10129-10133
Number of pages5
JournalIEEE Transactions on Vehicular Technology
Volume67
Issue number10
DOIs
StatePublished - Oct 2018

Keywords

  • Hybrid beamforming
  • millimeter-wave (mm-wave)
  • minimum mean square error (MMSE)
  • multiuser detection
  • opportunistic beamforming (OBF)

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