一种基于FPGA的矩阵反演硬件模块设计方法

G. V. A. Kumar, T. Subbareddy, Bommepalli Madhava Reddy, N. Raju, V. Elamaran
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引用次数: 11

摘要

本研究工作的主要目的是设计和测试硬件模块,在短时间内完成矩阵的反演运算。本文给出了一种计算3×3矩阵逆的方法。进行矩阵反演的数学方法有很多,通过对计算需求的分析,选择了伴随矩阵法等一种适合的方法。然后将计算矩阵逆的数学方法适当地转换为VHDL代码。然后使用一组测试矩阵对代码进行模拟测试。通过对测试输入的结果进行仿真验证后,对代码进行了可合成性测试。在对可合成性进行验证后,将其导入FPGA进行硬件验证。本研究使用Altera公司的DE1板,由Cyclone-II系列FPGA EP2C20F484C7 FPGA组成。测试输入可以通过板载GPIO或UI或S RAM输入。输出以同样的方式通过GPIO或UI或写入S RAM,然后通过与实际结果进行比较来验证。
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An approach to design a matrix inversion hardware module using FPGA
This study work is basically aimed at designing and testing of hardware module to perform inversion operation of a matrix in a small time. Here, an approach is made for calculating 3×3 matrix inverse. There are many mathematical methods available for performing matrix inversion and out of them a suitable method, like Adjoint Matrix Method is selected by analysing the computational requirements. The mathematical method of calculating the inverse of matrix is then suitably converted into VHDL code. The code is then tested for simulation using a set of test matrices. After simulation is verified by checking the results of test inputs the code is tested for synthesizability. After the synthesizability is verified then it is finally tested for hardware verification by dumping into FPGA. Altera's DE1 board which consists a Cyclone-II series FPGA EP2C20F484C7 FPGA is used for this study. The test inputs can be fed in either by using on board GPIO or UI or S RAM. The outputs are taken the same way either by GPIO or UI or written to S RAM and are then to be verified by comparing with actual results.
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