低功率信号处理系统中电压过尺度计算机算法分析

Yang Liu, Tong Zhang, K. Parhi
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引用次数: 6

摘要

本工作涉及在过标度电压下的低功率信号处理系统的设计,其中计算机运算单元对过标度电压的响应行为起着重要作用。结果表明,同一计算机运算函数的不同硬件实现对过尺度电压的响应可能非常不同,从而产生不同的节能潜力。因此,我们开发了一种分析方法来估计由于电源电压过标引起的计算机算术计算误差的统计量。与计算量大的电路仿真相比,这种分析方法可以将计算速度提高几个数量级,同时达到合理的精度。
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Analysis of voltage overscaled computer arithmetics in low power signal processing systems
This work concerns the design of low power signal processing systems at overscaled supply voltage, in which the behavior of computer arithmetic units in response to overscaled voltage plays an importance role. We show that different hardware implementations of the same computer arithmetic function may respond to overscaled voltage very differently and result in different energy saving potential. Therefore, we develop an analytical approach to estimate the statistics of computer arithmetic computation errors due to supply voltages overscaling. Compared with computation intensive circuit simulations, this analytical approach can be several orders of magnitude faster and meanwhile achieve a reasonable accuracy.
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