• DocumentCode
    3269817
  • Title

    FPGA design and implementation of Direct Matrix Inversion based on steepest descent method

  • Author

    Sarraf, Elie H. ; Ahmed-Ouameur, Messaoud ; Massicotte, Daniel

  • Author_Institution
    Univ. du Quebec a Trois-Rivieres, Trois-Rivieres
  • fYear
    2007
  • fDate
    5-8 Aug. 2007
  • Firstpage
    1213
  • Lastpage
    1216
  • Abstract
    This paper presents a reduced-complexity, fixed- point algorithm and efficient VLSI architecture implemented on FPGAs for direct matrix inversion (DMI) beamforming technique for code division multiple access (CDMA) systems equipped with antenna arrays. In this paper, we re-design the direct matrix inversion, wherein a steepest descent method is used to solve the matrix inversion problem in an iterative manner while ensuring good tracking properties in time-varying channels. Fixed point simulations are presented to evaluate the precision requirements of the algorithm. The performance goal is to maximize the number of users, to be served by the base station BTS, on a FPGA device. The targeted FPGA devices are Virtex-II and Virtex-II Pro families of Xilinx.
  • Keywords
    VLSI; antenna arrays; code division multiple access; field programmable gate arrays; logic design; CDMA; FPGA design; VLSI architecture; antenna arrays; code division multiple access; direct matrix inversion; fixed point simulations; steepest descent method; time-varying channels; Antenna arrays; Array signal processing; Base stations; Field programmable gate arrays; Iterative algorithms; Iterative methods; Multiaccess communication; Target tracking; Time-varying channels; Very large scale integration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2007. MWSCAS 2007. 50th Midwest Symposium on
  • Conference_Location
    Montreal, Que.
  • ISSN
    1548-3746
  • Print_ISBN
    978-1-4244-1175-7
  • Electronic_ISBN
    1548-3746
  • Type

    conf

  • DOI
    10.1109/MWSCAS.2007.4488771
  • Filename
    4488771