• DocumentCode
    3994
  • Title

    Improved Spectral Efficiency With Acceptable Service Provision in Multiuser MIMO Scenarios

  • Author

    Lima, F. Rafael M. ; Ferreira Maciel, Tarcisio ; Freitas, Walter C. ; Porto Cavalcanti, Francisco Rodrigo

  • Author_Institution
    Dept. of Teleinformatics Eng., Fed. Univ. of Ceara, Fortaleza, Brazil
  • Volume
    63
  • Issue
    6
  • fYear
    2014
  • fDate
    Jul-14
  • Firstpage
    2697
  • Lastpage
    2711
  • Abstract
    In this paper, we study the downlink resource assignment problem of maximizing the total data rate subject to minimum satisfaction guarantees in multiservice scenarios assuming the use of multiuser (MU) multiple-input-multiple-output (MIMO) techniques. With the use of MU MIMO techniques, the same frequency resource can be shared by different terminals at the same time by assigning different spatial channels to each terminal. Different from single-user (SU) access per frequency resource where the resource assignment problem consists of searching for the best association between frequency resources and terminals, with MU access per resource, we aim at finding which space-division multiple-access (SDMA) group should be associated with each frequency resource. The first contribution of this paper is the formal presentation of this generalized problem as an optimization problem. Then, after some mathematical manipulations, we managed to convert this problem from a nonlinear integer to an integer linear problem (ILP) that can be optimally solved by standard techniques instead of resorting to brute-force methods. Motivated by the high computational complexity of the optimal solution, we propose a low-complexity algorithm. By analyzing outage rate and total data rate performance metrics, we show that the proposed solution presents a good performance-complexity tradeoff compared with the method for obtaining the optimal solution.
  • Keywords
    MIMO communication; computational complexity; error statistics; frequency allocation; integer programming; linear programming; space division multiple access; ILP; MU MIMO techniques; SDMA group; SU access; acceptable service provision; brute-force methods; computational complexity; downlink resource assignment problem; formal presentation; frequency resource; generalized problem; integer linear problem; low-complexity algorithm; mathematical manipulations; multiservice scenarios; multiuser multiple-input-multiple-output techniques; optimization problem; outage rate; single-user access; space-division multiple-access group; spatial channels; spectral efficiency improvement; standard techniques; total data rate performance metrics; Interference; MIMO; Mobile communication; Mobile computing; Multiaccess communication; OFDM; Quality of service; Multiservice; Resource assignment; multi-user MIMO; multiservice; multiuser multiple-input??multiple-output (MU MIMO); quality of service; quality of service (QoS); rate maximization; resource assignment;
  • fLanguage
    English
  • Journal_Title
    Vehicular Technology, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9545
  • Type

    jour

  • DOI
    10.1109/TVT.2013.2293333
  • Filename
    6677555