• DocumentCode
    3696159
  • Title

    On hardware solution of dense linear systems via Gauss-Jordan Elimination

  • Author

    M. Tarek Ibn Ziad;Yousra Alkabani;M. Watheq El-Kharashi

  • Author_Institution
    Computer and Systems Engineering Department, Ain Shams University, Cairo, Egypt
  • fYear
    2015
  • Firstpage
    364
  • Lastpage
    369
  • Abstract
    Gauss-Jordan Elimination (GJE) is a popular method for solving systems of linear equations. Much work has been done to design high throughput, low cost, FPGA-based architectures for GJE. However, as the interest in energy efficient designs increases, power consumption becomes a prevalent metric that must be considered in any FPGA-based implementation. In this paper, we present a scalable architecture that can efficiently solve any generic system of linear equations using GJE with a single-precision floating-point accuracy and reasonable power and area overheads. Comparisons with two previous implementations show the efficiency of our design.
  • Keywords
    "Mathematical model","Hardware","Field programmable gate arrays","Computer architecture","Sparse matrices","Random access memory","Algorithm design and analysis"
  • Publisher
    ieee
  • Conference_Titel
    Communications, Computers and Signal Processing (PACRIM), 2015 IEEE Pacific Rim Conference on
  • Electronic_ISBN
    2154-5952
  • Type

    conf

  • DOI
    10.1109/PACRIM.2015.7334863
  • Filename
    7334863