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Research on the Yield Estimation and Optimization Based on Surrogate Circuit Model

Author: YangMaoFeng
Tutor: JiaXinZhang
School: Xi'an University of Electronic Science and Technology
Course: Microelectronics and Solid State Electronics
Keywords: Agent model IC Yield Optimization
CLC: TN405
Type: Master's thesis
Year: 2009
Downloads: 28
Quote: 0
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Abstract


As integrated circuits into the nano - technology era , the process parameters relative error is increasing , leading to parametric yield of integrated circuits decreased . In addition , the smaller device feature sizes , more complex device models and larger scale circuit significantly increase the cost of circuit simulation time , the traditional yield based on circuit simulation and optimization time overhead unacceptable level. To solve these problems , this paper studies the circuit agency model - based yield optimization method . Circuit parametric yield calculation , this paper presents a new algorithm for second-order response surfaces circuit proxy model to calculate the yield of the circuit parameters , the calculation accuracy and speed of obvious advantages , be used to calculate many process parameters LSI the parameters yield. Circuit parametric yield optimization based on response surfaces agency model parameters yield optimization method , compared with the traditional yield - based optimization algorithm , its calculation of the amount is smaller . The above method combines circuit instances validate , and achieved good results , and to prove its effectiveness .

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CLC: > Industrial Technology > Radio electronics, telecommunications technology > Microelectronics, integrated circuit (IC) > General issues > Manufacturing process
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