• DocumentCode
    2517536
  • Title

    Parallel Architecture for the Solution of Linear Equation Systems Implemented in FPGA

  • Author

    Alonso, R.M. ; Lucio, D.T.

  • Author_Institution
    Inst. Tecnol. de Morelia, Morelia, Mexico
  • fYear
    2009
  • fDate
    22-25 Sept. 2009
  • Firstpage
    275
  • Lastpage
    280
  • Abstract
    This paper presents a parallel architecture for the solution of linear equations based on the division free Gaussian elimination method is presented. This architecture can handle single and double data that follows the IEEE standard 754 for floating-point data. Also, it can be implemented in a FPGA Spartan 3 of Xilinx. The mathematical algorithm is implemented in an array of processors. The main procedure inside each processor and the data distribution between processors is described. Furthermore, the synthesis of the designed modules for each processor that composed the proposed architecture is presented. The obtained algorithmic complexity is O(n2) using a scheme of n2 processors that perform the solution of the linear equations set.
  • Keywords
    computational complexity; field programmable gate arrays; floating point arithmetic; mathematics computing; matrix algebra; parallel algorithms; FPGA Spartan 3; IEEE standard 754; Xilinx; algorithmic complexity; data distribution; division free Gaussian elimination method; floating-point data; linear equation system; mathematical algorithm; matrix algebra; parallel architecture; processor array; Arithmetic; Automotive engineering; Computer architecture; Concurrent computing; Equations; Field programmable gate arrays; Matrices; Parallel architectures; Parallel processing; Parallel robots; Division Free Gaussian Elimination; FPGA; linear systems; parallel architecture;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronics, Robotics and Automotive Mechanics Conference, 2009. CERMA '09.
  • Conference_Location
    Cuernavaca, Morelos
  • Print_ISBN
    978-0-7695-3799-3
  • Type

    conf

  • DOI
    10.1109/CERMA.2009.14
  • Filename
    5341975