功率灵敏度——一种考虑一次输入不确定参数的功耗估计方法

Zhanping Chen, K. Roy, T. Chou
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引用次数: 43

摘要

CMOS电路的功耗很大程度上取决于主输入的信号特性。由于这些特性的规格不确定,平均功率应在可能的最大值和最小值之间指定。由于问题的复杂性,使用传统的功率估计技术来确定这种边界实际上是不可能的。我们提出了一种新的方法,利用计算平均功率耗散对初级输入信号特性的灵敏度的技术来准确地估计平均功率的最大值和最小限值。灵敏度的计算采用了一种新颖的统计技术,并可以作为平均功率估计的副产品,使用基于蒙特卡罗的方法。信号属性是根据信号概率(信号是逻辑ONE的概率)和信号活动(信号切换的概率)来指定的。结果表明,如果不准确地指定主输入概率和活动,最大和最小平均功耗会有很大的变化。
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Power sensitivity-a new method to estimate power dissipation considering uncertain specifications of primary inputs
Power dissipation in CMOS circuits heavily depends on the signal properties of the primary inputs. Due to uncertainties in specification of such properties, the average power should be specified between a maximum and a minimum possible value. Due to the complex nature of the problem, it is practically impossible to use traditional power estimation techniques to determine such bounds. We present a novel approach to accurately estimate the maximum and minimum bounds for average power using a technique which calculates the sensitivities of average power dissipation to primary input signal properties. The sensitivities are calculated using a novel statistical technique and can be obtained as a by-product of average power estimation using a Monte Carlo based approach. The signal properties are specified in terms of signal probability (probability of a signal being logic ONE) and signal activity (probability of signal switching). Results show that the maximum and minimum average power dissipation can vary widely if the primary input probabilities and activities are not specified accurately.
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