On the spectral efficiency of noncooperative uplink massive MIMO systems

Nir Shlezinger, Yonina C. Eldar

Research output: Contribution to journalArticlepeer-review

Abstract

Massive multiple-input multiple-output (MIMO) systems have been drawing considerable interest due to the growing throughput demands on wireless networks. In the uplink, massive MIMO systems are commonly studied assuming that each base station (BS) decodes the signals of its user terminals separately and linearly while treating all interference as noise. Although this approach provides improved spectral efficiency which scales with the number of BS antennas in favorable channel conditions, it is generally sub-optimal from an information-theoretic perspective. In this paper, we characterize the spectral efficiency of massive MIMO when the BSs are allowed to jointly decode the received signals. In particular, we consider four schemes for treating the interference, and derive the achievable average ergodic rates for both finite and asymptotic number of antennas for each scheme. Simulation tests of the proposed methods illustrate their gains in spectral efficiency compared with the standard approach of separate linear decoding, and show that the standard approach fails to capture the actual achievable rates of massive MIMO systems, particularly when the interference is dominant.

Original languageAmerican English
Article number8552393
Pages (from-to)1956-1971
Number of pages16
JournalIEEE Transactions on Communications
Volume67
Issue number3
Early online date29 Nov 2018
DOIs
StatePublished - 1 Mar 2019

Keywords

  • Massive MIMO
  • joint decoding
  • spectral efficiency

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering

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