基于高度压缩测试响应的多故障诊断

A. Cook, H. Wunderlich
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引用次数: 10

摘要

缺陷聚集在一起,多个故障的概率明显高于单个故障概率的乘积。虽然这种观察有利于提高产量,但它使故障诊断变得复杂。在工艺学习、产量提升和现场回报分析过程中,多发故障尤为常见。本文提出了一种对多故障具有鲁棒性的逻辑诊断算法,该算法能够对嵌入式测试和内置自检中产生的压缩测试响应进行高精度的多故障诊断。开发的解决方案利用MISR压缩器的线性特性来识别可能产生观察到的故障特征的一组故障。实验结果表明,与传统的逻辑诊断解决方案相比,该方法的精度提高了22%,适用于类似的压缩比。
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Diagnosis of multiple faults with highly compacted test responses
Defects cluster, and the probability of a multiple fault is significantly higher than just the product of the single fault probabilities. While this observation is beneficial for high yield, it complicates fault diagnosis. Multiple faults will occur especially often during process learning, yield ramp-up and field return analysis. In this paper, a logic diagnosis algorithm is presented which is robust against multiple faults and which is able to diagnose multiple faults with high accuracy even on compressed test responses as they are produced in embedded test and built-in self-test. The developed solution takes advantage of the linear properties of a MISR compactor to identify a set of faults likely to produce the observed faulty signatures. Experimental results show an improvement in accuracy of up to 22 % over traditional logic diagnosis solutions suitable for comparable compaction ratios.
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