Title :
Analog IC Variability Bound Estimation Using the Cornish–Fisher Expansion
Author :
Filiol, Hubert ; O´Connor, Ian ; Morche, Dominique
Author_Institution :
Mentor Graphics, Montbonnot Saint-Martin, France
Abstract :
In nanoscale integrated circuit technologies, process parameter fluctuations gain increasingly in importance. Efficient methods are thus required during the design phase to evaluate the resulting variability. In this letter, we propose a new method to estimate the variation bounds of analog circuit performance. This method combines design of experiment techniques with the Cornish-Fisher expansion: process parameter variations are first mapped to circuit performance metrics by a quadratic model, and then an analytical approximation of the performance distribution´s quantiles enables the enclosure of the performance variations. The proposed method demonstrates a better accuracy/efficiency ratio than Monte-Carlo-based methods.
Keywords :
Monte Carlo methods; analogue integrated circuits; approximation theory; Cornish-Fisher expansion; Monte-Carlo-based methods; accuracy-efficiency ratio; analog IC variability bound estimation; analytical approximation; nanoscale integrated circuit technologies; parameter fluctuation gain processing; quadratic model; variation bound estimation; Analytical models; Approximation methods; Computational modeling; Estimation; Integrated circuit modeling; Measurement; Monte Carlo methods; Analog design; Cornish–Fisher expansion (CFE); design of experiments; process variations;
Journal_Title :
Computer-Aided Design of Integrated Circuits and Systems, IEEE Transactions on
DOI :
10.1109/TCAD.2012.2191552