Downlink user capacity of massive MIMO under pilot contamination

Juei Chin Shen, Jun Zhang, Khaled Letaief

Research output: Contribution to journalArticle

44 Citations (Scopus)

Abstract

Pilot contamination has been regarded as a main limiting factor of time division duplexing (TDD) massive multiple-input-multiple-output (Massive MIMO) systems, as it will make the signal-to-interference-plus-noise ratio (SINR) saturated. However, how pilot contamination will limit the user capacity of downlink Massive MIMO, i.e., the maximum number of users whose SINR targets can be achieved, has not been addressed. This paper provides an explicit expression of the Massive MIMO user capacity in the pilot-contaminated regime where the number of users is larger than the pilot sequence length. This capacity expression characterizes a region within which a set of SINR requirements can be jointly satisfied. The size of this region is fundamentally limited by the pilot sequence length. Furthermore, the scheme for achieving the user capacity, i.e., the uplink pilot training sequences and downlink power allocation, has been identified. Specifically, the generalized Welch bound equality sequences are exploited and it is shown that the power allocated to each user should be proportional to its SINR target. With this capacity-achieving scheme, the SINR requirement of each user can be satisfied and energy-efficient transmission is achieved in the large-antenna-size (LAS) regime. The comparison with two non-capacity-achieving schemes highlights the superiority of our proposed scheme in terms of achieving higher user capacity. Furthermore, for the practical scenario with a finite number of antennas, the actual antenna size required to achieve a significant percentage of the asymptotic performance has been analytically quantified.

Original languageEnglish
Article number7042317
Pages (from-to)3183-3193
Number of pages11
JournalIEEE Transactions on Wireless Communications
Volume14
Issue number6
DOIs
Publication statusPublished - 1 Jun 2015
Externally publishedYes

Fingerprint

Contamination
MIMO systems
Multiple-input multiple-output (MIMO)
Antennas
Interference
Antenna
Target
Multiple-input multiple-output (MIMO) Systems
Requirements
Power Allocation
Uplink
Energy Efficient
Percentage
Division
Equality
Limiting
Directly proportional
Scenarios

Keywords

  • Massive MIMO
  • pilot contamination
  • pilot-aided channel estimation
  • Power allocation
  • user capacity

ASJC Scopus subject areas

  • Computer Science Applications
  • Applied Mathematics
  • Electrical and Electronic Engineering

Cite this

Downlink user capacity of massive MIMO under pilot contamination. / Shen, Juei Chin; Zhang, Jun; Letaief, Khaled.

In: IEEE Transactions on Wireless Communications, Vol. 14, No. 6, 7042317, 01.06.2015, p. 3183-3193.

Research output: Contribution to journalArticle

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