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
Link To Document