DocumentCode :
3846597
Title :
Extensions to Backward Propagation of Variance for Statistical Modeling
Author :
Colin C. McAndrew;Xin Li;Ivica Stevanovic;Gennady Gildenblat
Author_Institution :
Freescale Semiconductor
Volume :
27
Issue :
2
fYear :
2010
Abstract :
Correlating the statistics of process parameters with the statistics of electrical performance is a vital task in statistical modeling. This article describes a more general form of the backward propagation of variance (BPV) method, a numerical technique for iteratively solving the statistics of process parameters from the statistics of electrical performance within the behavior of models encapsulated in Spice.
Keywords :
"Solid modeling","Predictive models","SPICE","Statistics","Circuit simulation","Semiconductor device modeling","CMOS technology","Principal component analysis","Analysis of variance","Numerical models"
Journal_Title :
IEEE Design & Test of Computers
Publisher :
ieee
ISSN :
0740-7475
Type :
jour
DOI :
10.1109/MDT.2010.44
Filename :
5432321
Link To Document :
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