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An Effective and Flexible Multiple Defect Diagnosis Methodology Using Error Propagation Analysis

机译:使用误差传播分析有效且灵活的多缺陷诊断方法

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A multiple defect diagnosis methodology consisting of a defect site identification and elimination method, a path-based defect site elimination method, and a defect site selection and ranking method is described. The flexibility of the diagnosis method in handling various defect behaviors and arbitrary failing pattern characteristics is demonstrated through extensive simulations. Unlike some competing approaches, the search space of the diagnosis method does not grow exponentially with the number of defects. Results from over 1700 simulated and 131 failing ICs show that this method can effectively diagnose circuits that are affected by a large (≫20) or small number of defects of various types. Specifically, when diagnosing circuits with more than 20 defects, our method identifies 65% of them, and the number of sites reported per actual defective site is, on average, 1.17. For circuits affected by two defects, these numbers change to 86% and 1.85, respectively. Finally, 84% of our top-ranked sites are actual defect sites.
机译:描述了由缺陷站点识别和消除方法组成的多缺陷诊断方法,基于路径的缺陷站点消除方法以及缺陷站点选择和排序方法。通过广泛的模拟证明了处理各种缺陷行为和任意故障模式特征的诊断方法的灵活性。与一些竞争方法不同,诊断方法的搜索空间不会随着缺陷的数量呈指数级增长。来自1700多个模拟的结果和131故障的IC显示该方法可以有效地诊断受大型(»20)或各种类型缺陷的影响的电路。具体而言,当诊断具有20多个缺陷的电路时,我们的方法识别它们的65%,并且每种实际缺陷现场报告的网站数量平均为1.17。对于受两个缺陷影响的电路,这些数字分别变为86%和1.85。最后,84%的排名最高的网站是实际缺陷网站。

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