• DocumentCode
    1551372
  • Title

    Low-complexity scheduling strategy for wireless multiuser multiple-input multiple-output downlink system

  • Author

    Jin, Lukui ; Gu, Xingfa ; Hu, Zongyang

  • Author_Institution
    Sch. of Electr. & Electron. Eng., Univ. of Manchester, Manchester, UK
  • Volume
    5
  • Issue
    7
  • fYear
    2011
  • Firstpage
    990
  • Lastpage
    995
  • Abstract
    A new volume-based user selection algorithm with low complexity is proposed for a multiuser multiple-input and multiple-output downlink system based on block diagonalisation precoding. The new algorithm achieving this reduced computational complexity is compared with other user selection algorithms, such as semi-orthogonal user selection (SUS) and capacity-based user selection algorithms. The proposed algorithm stems from the new volume-based user selection method that uses the product of the diagonal elements in the upper-triangular matrix obtained via Householder reduction procedure of QR factorisation to the selected users channel matrix. The computational effort of the new algorithm is reduced by one-fourth compared with SUS algorithm. Compared with the capacity-based algorithm, the proposed algorithm does not need to perform the singular value decomposition operation and water-filling algorithm during each user selection step, and hence, significantly reduces the computational time. If the maximum number of supportable users is K, the calculation results show that the capacity-based algorithm has 4K times the complexity of the proposed algorithm. Furthermore, the simulation results demonstrate that the volume-based algorithm displays better capacity performance than the SUS algorithm, and the sum-rate capacity of the volume-based algorithm is comparable with that of the capacity-based algorithm but with much less computational complexity.
  • Keywords
    MIMO communication; computational complexity; precoding; scheduling; singular value decomposition; Householder reduction; QR factorisation; block diagonalisation precoding; capacity-based user selection; channel matrix; computational complexity; low-complexity scheduling; semiorthogonal user selection; singular value decomposition; upper-triangular matrix; volume-based user selection; wireless multiuser multiple-input multiple-output downlink system;
  • fLanguage
    English
  • Journal_Title
    Communications, IET
  • Publisher
    iet
  • ISSN
    1751-8628
  • Type

    jour

  • DOI
    10.1049/iet-com.2010.0358
  • Filename
    5871799