Approximate compressor based multiplier design methodology for error-resilient digital signal processing

Zhixi Yang, Jun Yang, Kefei Xing, Guang Yang
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引用次数: 3

Abstract

Multiplier is a fundamental component for digital signal processing (DSP) applications and takes up the most part of the resource utilization, namely power and area. Approximate circuitry architectures have been studied as innovative paradigm for reducing resource utilization for DSP systems. In this paper, the 4:2 compressor based approximate multiplier architecture which uses both truncation and approximation of compressor is studied. A greedy selection algorithm is then proposed to identify the Pareto frontier to give the optimal accuracy-power tradeoff. A finite impulse response (FIR) filter is used as an assessment. The architecture proposed in this paper has achieved up to 21.03% and 27.72% saving on power and area for FIR filter case compared to conventional multiplier designs with a decrease of 0.3dB in output SNR.
基于近似压缩器的抗误差数字信号处理乘法器设计方法
乘法器是数字信号处理(DSP)应用的基础部件,占用了大部分的资源利用率,即功率和面积。近似电路结构作为降低DSP系统资源利用率的创新范例已被研究。本文研究了基于4:2压缩器的近似乘法器结构,该结构利用了压缩器的截断和逼近。提出了一种贪心选择算法来确定Pareto边界,以获得最优的精度-功率权衡。使用有限脉冲响应(FIR)滤波器作为评估。与传统的乘子设计相比,本文提出的结构在FIR滤波器的功耗和面积上分别节省了21.03%和27.72%,输出信噪比降低了0.3dB。
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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