Accelerating electromagnetic simulations: A hardware emulation approach

M. Ziad, Y. Alkabani, M. El-Kharashi, K. Salah, Mohamed Abdelsalam
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引用次数: 1

Abstract

Electromagnetic (EM) simulation is an important tool for modeling and studying high frequency systems in modern industry. However, the solver part in EM simulations represents a serious bottleneck because its execution time rapidly increases as number of equations-to-solve increases. Although several existing research has proposed parallel hardware solvers, there still exists a room to improve the speed and scalability of these solvers. In this paper, we present a scalable architecture that can efficiently accelerate the solver core of an EM simulator. The architecture is implemented on a physical hardware emulation platform and is compared to the state-of-the-art solvers. Experimental results show that the proposed solver is capable of 522x speed-up over the same pure software implementation on Matlab, 184x speed-up over the best iterative software solver from the ALGLIB C++ library, and 5x speed-up over another emulation-based hardware implementation from the literature, solving 2 million equations.
加速电磁仿真:一种硬件仿真方法
电磁仿真是现代工业中高频系统建模和研究的重要工具。然而,求解器部分在电磁仿真中是一个严重的瓶颈,因为它的执行时间随着需要求解的方程数量的增加而迅速增加。虽然已有一些研究提出了并行硬件求解器,但这些求解器的速度和可扩展性仍然存在改进的空间。在本文中,我们提出了一种可扩展的架构,可以有效地加速EM模拟器的求解器核心。该体系结构在物理硬件仿真平台上实现,并与最先进的求解器进行了比较。实验结果表明,所提出的求解器比Matlab上相同的纯软件实现加速522倍,比来自ALGLIB c++库的最佳迭代软件求解器加速184倍,比文献中另一种基于仿真的硬件实现加速5倍,求解200万个方程。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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