工艺变化下模拟电路的性能界限和良率分析

Xuexin Liu, A. A. Palma-Rodriguez, S. Rodriguez-Chavez, S. Tan, E. Tlelo-Cuautle, Yici Cai
{"title":"工艺变化下模拟电路的性能界限和良率分析","authors":"Xuexin Liu, A. A. Palma-Rodriguez, S. Rodriguez-Chavez, S. Tan, E. Tlelo-Cuautle, Yici Cai","doi":"10.1109/ASPDAC.2013.6509692","DOIUrl":null,"url":null,"abstract":"Yield estimation for analog integrated circuits are crucial for analog circuit design and optimization in the presence of process variations. In this paper, we present a novel analog yield estimation method based on performance bound analysis technique in frequency domain. The new method first derives the transfer functions of linear (or linearized) analog circuits via a graph-based symbolic analysis method. Then frequency response bounds of the transfer functions in terms of magnitude and phase are obtained by a nonlinear constrained optimization technique. To predict yield rate, bound information are employed to calculate Gaussian distribution functions. Experimental results show that the new method can achieve similar accuracy while delivers 20 times speedup over Monte Carlo simulation of HSPICE on some typical analog circuits.","PeriodicalId":297528,"journal":{"name":"2013 18th Asia and South Pacific Design Automation Conference (ASP-DAC)","volume":"254 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"11","resultStr":"{\"title\":\"Performance bound and yield analysis for analog circuits under process variations\",\"authors\":\"Xuexin Liu, A. A. Palma-Rodriguez, S. Rodriguez-Chavez, S. Tan, E. Tlelo-Cuautle, Yici Cai\",\"doi\":\"10.1109/ASPDAC.2013.6509692\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Yield estimation for analog integrated circuits are crucial for analog circuit design and optimization in the presence of process variations. In this paper, we present a novel analog yield estimation method based on performance bound analysis technique in frequency domain. The new method first derives the transfer functions of linear (or linearized) analog circuits via a graph-based symbolic analysis method. Then frequency response bounds of the transfer functions in terms of magnitude and phase are obtained by a nonlinear constrained optimization technique. To predict yield rate, bound information are employed to calculate Gaussian distribution functions. Experimental results show that the new method can achieve similar accuracy while delivers 20 times speedup over Monte Carlo simulation of HSPICE on some typical analog circuits.\",\"PeriodicalId\":297528,\"journal\":{\"name\":\"2013 18th Asia and South Pacific Design Automation Conference (ASP-DAC)\",\"volume\":\"254 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2013-04-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"11\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2013 18th Asia and South Pacific Design Automation Conference (ASP-DAC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ASPDAC.2013.6509692\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 18th Asia and South Pacific Design Automation Conference (ASP-DAC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ASPDAC.2013.6509692","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 11

摘要

模拟集成电路的良率估算对于存在工艺变化的模拟电路设计和优化至关重要。本文提出了一种基于频域性能界分析技术的模拟产率估计方法。该方法首先通过基于图的符号分析方法推导出线性(或线性化)模拟电路的传递函数。然后利用非线性约束优化技术得到了传递函数在幅值和相位方面的频响边界。为了预测产出率,采用定界信息计算高斯分布函数。实验结果表明,该方法在达到相同精度的同时,在一些典型模拟电路上的速度提高了20倍。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance bound and yield analysis for analog circuits under process variations
Yield estimation for analog integrated circuits are crucial for analog circuit design and optimization in the presence of process variations. In this paper, we present a novel analog yield estimation method based on performance bound analysis technique in frequency domain. The new method first derives the transfer functions of linear (or linearized) analog circuits via a graph-based symbolic analysis method. Then frequency response bounds of the transfer functions in terms of magnitude and phase are obtained by a nonlinear constrained optimization technique. To predict yield rate, bound information are employed to calculate Gaussian distribution functions. Experimental results show that the new method can achieve similar accuracy while delivers 20 times speedup over Monte Carlo simulation of HSPICE on some typical analog circuits.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信