Robust Precoding Designs for Multiuser MIMO Systems With Limited Feedback

  • Wentao Zhou
  • , Di Zhang
  • , Mérouane Debbah
  • , Inkyu Lee*
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

It has been well known that the achievable rate of multiuser multiple-input multiple-output systems with limited feedback is severely degraded by quantization errors when the number of feedback bits is not sufficient. To overcome such a rate degradation, we propose new robust precoding designs which can compensate for the quantization errors. In this paper, we first analyze the achievable rate of traditional precoding designs for limited feedback systems. Then, we obtain an approximation of the second-order statistics of quantized channel state information. With the aid of the derived approximation, we propose robust precoding designs in terms of the mean square error (MSE) with conditional expectation in non-iterative and iterative fashions. For the non-iterative precoding design, we study a robust minimum MSE (MMSE) precoding algorithm by extending a new channel decomposition. Also, in the case of iterative precoding, we investigate a robust weighted MMSE (WMMSE) precoding to further improve the achievable rate. Simulation results show that the proposed precoding schemes yield significant improvements over traditional precoding designs.

Original languageEnglish
Pages (from-to)9583-9595
Number of pages13
JournalIEEE Transactions on Wireless Communications
Volume23
Issue number8
DOIs
Publication statusPublished - 2024

Bibliographical note

Publisher Copyright:
© 2024 IEEE. Personal use is permitted, but republication/redistribution requires IEEE permission.

Keywords

  • Limited feedback
  • multiuser-MIMO
  • robust precoding design

ASJC Scopus subject areas

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

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