Decomposition and Analysis of Process Variability Using Constrained Principal Component Analysis

IEEE Transactions on Semiconductor Manufacturing(2008)

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摘要
Process-induced variability has become a predominant limiter of performance and yield of IC products especially in a deep submicron technology. However, it is difficult to accurately model systematic process variability due to the complicated and interrelated nature of physical mechanisms of variation. In this paper, a simple and practical method is presented to decompose process variability using...
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关键词
Principal component analysis,Manufacturing processes,CMOS technology,Statistical analysis,Pulp manufacturing,Virtual manufacturing,Testing,Semiconductor device modeling,Radio frequency,Circuit optimization
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