DocumentCode
3319283
Title
Finite element emulation-based solver for electromagnetic computations
Author
Tarek Ibn Ziad, M. ; Hossam, Mohamed ; Masoud, Mohamad A. ; Nagy, Mohamed ; Adel, Hesham A. ; Alkabani, Yousra ; El-Kharashi, M. Watheq ; Salah, Khaled ; AbdelSalam, Mohamed
Author_Institution
Comput. & Syst. Eng. Dept., Ain Shams Univ., Cairo, Egypt
fYear
2015
fDate
24-27 May 2015
Firstpage
1434
Lastpage
1437
Abstract
Electromagnetic (EM) computations are the cornerstone in the design process of several real-world applications, such as radar systems, satellites, and cell-phones. Unfortunately, these computations are mainly based on numerical techniques that require solving millions of linear equations simultaneously. Software-based solvers do not scale well as the number of equations-to-solve increases. FPGA solver implementations were used to speed up the process. However, using emulation technology is more appealing as emulators overcome the FPGA memory and area constraints. In this paper, we present a scalable design to accelerate the finite element solver of an EM simulator on a hardware emulation platform. Experimental results show that our optimized solver achieves 101.05x speed-up over the same pure software implementation on MATLAB and 35.29x over the best iterative software solver from ALGLIB C++ package in case of solving 2,002,000 equations.
Keywords
computational electromagnetics; finite element analysis; iterative methods; ALGLIB C++ package; EM simulator; FPGA solver implementation; Matlab; electromagnetic computation; finite element emulation-based solver; iterative software solver; linear equations; numerical techniques; scalable design; software implementation; Emulation; Field programmable gate arrays; Finite element analysis; Hardware; Jacobian matrices; Mathematical model; Sparse matrices; Jacobi iterative method; electromagnetic computations; emulation; finite element method;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems (ISCAS), 2015 IEEE International Symposium on
Conference_Location
Lisbon
Type
conf
DOI
10.1109/ISCAS.2015.7168913
Filename
7168913
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