Design and Performance Analysis of High Throughput and Low Power RNS-Based FIR Filter Design on FPGA

B. M. Kumar, H. Rangaraju
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Abstract

A cost-effective finite impulse response (FIR) filter is introduced in this research work through Residue Number System (RNS). The moduli set selected provides the same benefit as that of the shift and add method. The implementation Residue Number System with reduced computational complexity, as well as high-performance finite impulse response filters that employ advanced Vivado Design Suite & Artix-7 field-programmable logic (FPL) devices, are presented in this research work. For a specified 64-tap FIR filter, a classical modulo adder tree is substituted by a binary adder with enhanced accuracy pursued by a single modulo reduction stage and as a result reducing the area constraints by approximately 18%. When compared to the three-multiplier-per-tap two's complement filter, the index arithmetic complex FIR filter that is based on the Quadratic Residue Number System outperforms by approximately 75% and at the same time involving some LEs for filters with more than 8 taps. When compared to the traditional design, a 64-tap filter requires only 41% LEs.
基于FPGA的高吞吐量低功耗rns FIR滤波器设计与性能分析
本文通过残数系统(RNS)提出了一种经济有效的有限脉冲响应滤波器。所选择的模集提供了与shift和add方法相同的好处。在本研究工作中,提出了降低计算复杂性的实现剩余数系统,以及采用先进的Vivado Design Suite和Artix-7现场可编程逻辑(FPL)器件的高性能有限脉冲响应滤波器。对于指定的64分接FIR滤波器,经典的模加法器树被一个二元加法器取代,该加法器通过单模缩减阶段提高了精度,从而将面积约束减少了约18%。与每抽头三个乘法器的补码滤波器相比,基于二次剩余数系统的索引算术复FIR滤波器的性能优于约75%,同时涉及超过8个抽头的滤波器的一些最小值。与传统设计相比,64分接滤波器只需要41%的LEs。
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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