• DocumentCode
    2674194
  • Title

    Architectural design tool for low area band matrix LU factorization

  • Author

    Aslan, Semih ; Oruklu, Erdal ; Saniie, Jafar

  • Author_Institution
    Electr. & Comput. Eng. Dept., Illinois Inst. of Technol., Chicago, IL, USA
  • fYear
    2011
  • fDate
    15-17 May 2011
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    An area efficient band matrix design tool is presented for computation of LU factorization. Band matrices are used in many applications such as digital signal processing, power system analysis, finite element systems, and many more. In many of these applications, LU factorizations are needed to solve linear equations and calculation of a matrix determinant. Due to the large amount of data that needs to be computed and stored for this factorization, the goal of the proposed design tool is area minimization without compromising speed. Based on the number of zero elements and bandwidth, the design tool uses a High Level Synthesis to create the RTL code and testbench for these factorizations for the desired matrix. The proposed design tool reduces area, required memory location and chip to market time by generating a testbench and doing error analysis during RTL code generation. The generated RTL code is universal and can be used directly for any FPGA and VLSI platforms.
  • Keywords
    matrix decomposition; program compilers; FPGA; LU factorization; RTL code generation; VLSI; architectural design tool; error analysis; linear equations; low area band matrix; matrix determinant; memory location; Bandwidth; Equations; Finite element methods; Hardware; MATLAB; Mathematical model; Sparse matrices;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electro/Information Technology (EIT), 2011 IEEE International Conference on
  • Conference_Location
    Mankato, MN
  • ISSN
    2154-0357
  • Print_ISBN
    978-1-61284-465-7
  • Type

    conf

  • DOI
    10.1109/EIT.2011.5978620
  • Filename
    5978620