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Compact test sets for high defect coverage

机译:紧凑的测试仪,缺陷覆盖率高

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摘要

It was recently observed that, in order to improve the defect coverage of a test set, test generation based on fault models such as the single-line stuck-at model may need to be augmented so as to derive test sets that detect each modeled fault more than once. In this work, we report on test pattern generators for combinational circuits that generate test sets to detect each single line stuck-at fault a given number of times. Additionally, we study the effects of test set compaction on the defect coverage of such test sets. For the purpose of experimentation, defect coverage is measured by the coverage of surrogate faults, using a framework proposed earlier. Within this framework, we show that the defect coverage does not have to be sacrificed by test compaction if the test set is computed using appropriate test generation objectives. Moreover, two test sets generated using the same test generation objectives, except that compaction heuristics were used during the generation of one but not the other, typically have similar defect coverages, even if the compacted test set is significantly smaller than the noncompacted one. Test generation procedures and experimental results to support these claims are presented.
机译:最近观察到,为了改善测试集的缺陷覆盖率,可能需要增加基于故障模型(例如单线卡住模型)的测试生成,以派生出检测每个建模故障的测试集。不止一次。在这项工作中,我们报告了用于组合电路的测试模式生成器,这些电路生成了测试集以检测给定次数的每条单行卡住的故障。此外,我们研究了测试集压缩对此类测试集的缺陷覆盖率的影响。为了进行实验,使用较早提出的框架通过替代故障的覆盖范围来衡量缺陷的覆盖范围。在此框架内,我们表明,如果使用适当的测试生成目标来计算测试集,则不必通过压缩测试来牺牲缺陷覆盖率。此外,使用相同的测试生成目标生成的两个测试集,除了在一个生成过程中使用了压缩启发法,而在另一个生成过程中没有使用压缩启发法之外,通常具有相似的缺陷覆盖率,即使压缩的测试集明显小于未压缩的测试集。提供了支持这些声明的测试生成过程和实验结果。

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