Massive MIMO in Mobile Networks: Self-Calibration with Channel Estimation Error

De Mi, Hongzhi Chen, Zhen Gao, Lei Zhang, Pei Xiao

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Citation (Scopus)

Abstract

Time-division-duplexing (TDD) massive multiple-input multiple-output (MIMO) systems will play a crucial role in the deployment of emerging mobile networks in 5G and beyond. Such systems heavily rely on the reciprocity-based channel estimation for its scalability. However, the imperfect channel reciprocity, mainly caused by radio-frequency mismatches among the base station antennas, can contaminate the estimate of the effective channel response thus become a performance-limiting factor. In practice, self-calibration schemes are often applied to compensate for this type of imperfections. This work investigates two self-calibration schemes, namely relative calibration and inverse calibration. Considering a TDD massive multi-user MIMO system in the presence of both channel reciprocity error and imperfect channel estimation, we derive closed-form expressions for the receive mean-square error and provide an in-depth comparative analysis of the post-equalisation performance of two calibration schemes. The proposed analytical results are verified via Monte-Carlo simulations.

Original languageEnglish
Title of host publicationMobiArch 2020 - Proceedings of the 2020 ACM MobiArch 2020 the 15th Workshop on Mobility in the Evolving Internet Architecture, Part of Mobicom 2020
PublisherAssociation for Computing Machinery, Inc
Pages30-35
Number of pages6
ISBN (Electronic)9781450380812
DOIs
Publication statusPublished - 21 Sept 2020
Event15th ACM Workshop on Mobility in the Evolving Internet Architecture, MobiArch 2020 - Part of Mobicom 2020 - London, United Kingdom
Duration: 21 Sept 2020 → …

Publication series

NameMobiArch 2020 - Proceedings of the 2020 ACM MobiArch 2020 the 15th Workshop on Mobility in the Evolving Internet Architecture, Part of Mobicom 2020

Conference

Conference15th ACM Workshop on Mobility in the Evolving Internet Architecture, MobiArch 2020 - Part of Mobicom 2020
Country/TerritoryUnited Kingdom
CityLondon
Period21/09/20 → …

Keywords

  • channel estimation
  • channel reciprocity
  • massive MIMO
  • self calibration

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