• DocumentCode
    60511
  • Title

    Fixed-Complexity LLL-Based Signal Detection for MIMO Systems

  • Author

    Yusik Yang ; Jaekwon Kim

  • Author_Institution
    Comput. & Telecommun. Eng. Div., Yonsei Univ., Wonju, South Korea
  • Volume
    62
  • Issue
    3
  • fYear
    2013
  • fDate
    Mar-13
  • Firstpage
    1415
  • Lastpage
    1419
  • Abstract
    Recently, a hardware-friendly fixed-complexity Lenstra-Lenstra-Lovász (fcLLL) algorithm has been developed for use in the linear receivers of multiple-input-multiple-output (MIMO) systems. In this paper, we propose a novel fcLLL-based detection method that significantly outperforms conventional fcLLL-based linear receivers at a lower fixed complexity. The main idea is that the complexity of fcLLL can be significantly reduced by disregarding a single column of the channel matrix. We also propose column selection methods that consider both the error performance and complexity simultaneously. Simulations are performed to demonstrate the efficacy of the proposed method.
  • Keywords
    MIMO communication; matrix algebra; signal detection; wireless channels; MIMO systems; channel matrix; column selection methods; fcLLL complexity; fcLLL-based detection method; fcLLL-based linear receivers; fixed-complexity LLL-Based signal detection; hardware-friendly fixed-complexity Lenstra-Lenstra-Lovász algorithm; lower fixed complexity; multiple-input-multiple-output systems; Complexity theory; Lattices; MIMO; Receiving antennas; Signal detection; Vectors; Fixed complexity; Lenstra–Lenstra–Lovász (LLL); lattice reduction (LR); multiple-input–multiple-output (MIMO);
  • fLanguage
    English
  • Journal_Title
    Vehicular Technology, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9545
  • Type

    jour

  • DOI
    10.1109/TVT.2012.2225856
  • Filename
    6336838