Design of low-power variation tolerant signal processing systems with adaptive finite word-length configuration

Yang Liu, Jibang Liu, Tong Zhang
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引用次数: 2

Abstract

This paper concerns the design of low power digital signal processing integrated circuits in the presence of significant process variations. The basic idea is to leave smaller-than-worst-case timing margin for improving energy efficiency during the design phase and selectively reduce the finite word-length of circuit datapaths in post-silicon to eliminate all the timing faults during the run time. This simple idea can be intuitively justified by the fact that process variations may render only a few post-silicon datapaths to timing faults, while reducing the finite word-length of a few datapaths in signal processing systems may not necessarily make the overall algorithm-level performance unacceptable in run time. We present a design flow to implement this method and propose a dual finite word-length configuration strategy to simplify its real-life realization. Using linear low-pass filter and Turbo code decoder design at 45nm node as case studies, we quantitatively demonstrate that this adaptive finite word-length configuration design strategy may effectively relax the timing margin and accordingly reduce the power consumption by over 18% over conventional worst-case design approach.
自适应有限字长结构的低功耗容差信号处理系统设计
本文研究了在存在显著工艺变化的情况下低功耗数字信号处理集成电路的设计。其基本思想是在设计阶段留下小于最坏情况的时间余量,以提高能效,并有选择性地减少后硅电路数据路径的有限字长,以消除运行期间的所有时间错误。这个简单的想法可以通过以下事实直观地证明:进程变化可能只会使几个后硅数据路径出现时序错误,而减少信号处理系统中几个数据路径的有限字长不一定会使运行时的整体算法级性能不可接受。我们提出了实现该方法的设计流程,并提出了一种双有限字长配置策略来简化其实际实现。以45纳米节点的线性低通滤波器和Turbo码解码器设计为例,我们定量地证明了这种自适应有限字长配置设计策略可以有效地放松时间余量,从而比传统的最坏情况设计方法降低18%以上的功耗。
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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