FPGA-based hardware accelerator of the heat equation with applications on infrared thermography

F. Pardo, Paula López Martínez, D. Cabello
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引用次数: 5

Abstract

Modelling of physical phenomena often involves the use of complex systems of equations whose computational solution has demanding requirements in terms of memory and computing power. Among the different techniques proposed, the Finite-Difference Time-Domain (FD-TD) method has the advantage of a feasible hardware implementation that can significantly speed up the computations. This technique is widely used for the solution of partial differential equations in a variety of areas such as antennas design, medical studies, circuit packaging and non-destructive evaluation. In this paper, we present a hardware accelerator of a 3D FD-TD heat equation solver that constitutes the basis of a thermal model of the soil for the non-destructive evaluation of minefields using infrared thermography techniques. In order to be able to work on the field during mine removal activities, a portable and computationally efficient system must be achieved. To this aim, we projected the 3D FD-TD model of the soil onto an FPGA platform using Handel-C and VHDL. A speedup factor of 34 over a single precision PC (C++) is achieved.
基于fpga的热方程硬件加速器及其在红外热成像中的应用
物理现象的建模经常涉及到复杂方程组的使用,这些方程组的计算解在内存和计算能力方面有很高的要求。在提出的各种技术中,时域有限差分(FD-TD)方法具有可行的硬件实现优势,可以显着加快计算速度。该技术广泛应用于天线设计、医学研究、电路封装和无损评估等各个领域的偏微分方程求解。在本文中,我们提出了一个三维FD-TD热方程求解器的硬件加速器,它构成了使用红外热成像技术对雷区进行无损评估的土壤热模型的基础。为了能够在排雷活动期间在现场工作,必须实现一种便携式和计算效率高的系统。为此,我们使用Handel-C和VHDL将土壤的3D FD-TD模型投影到FPGA平台上。在单精度PC (c++)上实现了34倍的加速系数。
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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