FPGA-based test bed for design and evaluation of low-power FIR-filter hardware accelerators

E. G. Walters, Joshua J. Arner, Noah D. Rojahn
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Abstract

Finite impulse response (FIR) filters are often used for processing audio, communication and other signals. Truncated-matrix multipliers offer reduced area, power and delay at the expense of increased computational error. This paper describes a test bed for low-power FIR-filter hardware accelerators that use truncated-matrix multipliers. It accepts analog input signals, filters them in real-time using an inexpensive field-programmable gate array (FPGA) development board, and produces analog outputs. The input is simultaneously processed using truncated-matrix multipliers and standard multipliers for comparison. Parameters such as filter coefficients, the number of unformed columns and the error correction method can be changed on the fly. The test bed enables real-time testing at the systems-integration level using real analog inputs and outputs.
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基于fpga的低功耗fir滤波硬件加速器设计与评估试验台
有限脉冲响应(FIR)滤波器通常用于处理音频、通信和其他信号。截断矩阵乘法器以增加计算误差为代价,提供了更小的面积、功耗和延迟。本文介绍了一个使用截断矩阵乘法器的低功耗fir滤波硬件加速器的试验台。它接受模拟输入信号,使用便宜的现场可编程门阵列(FPGA)开发板实时滤波,并产生模拟输出。输入同时处理使用截断矩阵乘法器和标准乘法器进行比较。过滤系数、未成形列数和误差校正方法等参数可以动态更改。该测试平台可以使用真实的模拟输入和输出在系统集成级别进行实时测试。
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