在集成电路系统设计中使用一种新的近似来传播方差

J. Lei, P. Lima-Filho, M. Styblinski, C. Singh
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引用次数: 7

摘要

本文关注的是近年来系统设计中备受关注的面向质量的设计(DFQ)。我们的目的是介绍有效的方法来估计系统性能的可变性。线性逼近法可能是预测系统中方差传播最常用的方法。本文利用统计分析中的矩量法,将线性近似推广到二次近似,即二次方差传播(quadratic Propagation of Variance, QPOV)。给出了新方法的推导过程,并给出了在实际电路中的一些应用结果。我们的例子表明,新方法QPOV给出了更准确的性能可变性估计。该方法也可应用于其他CAD领域。
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Propagation of variance using a new approximation in system design of integrated circuits
In this paper we are concerned with Design For Quality (DFQ), which has recently attracted much attention in system design. Our aim is to introduce effective methods for estimating the variability of a system's performance. The linear approximation method is perhaps the most often used method for predicting variance propagation in a system. In this paper, we exploit the Moment Method in statistical analysis to extend the linear approximation to quadratic approximation, which will be referred to as Quadratic Propagation of Variance (QPOV). The derivation of the new method is provided and some results of its application in a real circuit are given. Our examples indicate that the new method QPOV gives much more accurate estimates for performance variability. Also this method can be used in other CAD fields.
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