Metric interval temporal logic specification elicitation and debugging

Adel Dokhanchi, Bardh Hoxha, Georgios Fainekos
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引用次数: 33

Abstract

In general, system testing and verification should be conducted with respect to formal specifications. However, the development of formal specifications is a challenging and error prone task, even for experts. This is especially true when considering complex spatio-temporal requirements in real-time embedded systems, mixed-signal circuits, or more generally, software-controlled physical systems. In this work, we present a framework for the elicitation and debugging of formal specifications. The elicitation of formal specifications is handled through a graphical user interface. The debugging algorithm checks inconsistent and wrong specifications. Namely, it detects validity, redundancy and vacuity issues in formal specifications developed in a fragment of Metric Interval Temporal Logic (MITL). The algorithm informs system engineers on any issues in their specifications. This improves the specification elicitation process and, ultimately, the testing and verification process. Finally, we present experimental results on specifications that typically appear in Cyber Physical Systems (CPS) applications. Application of our specification debugging tool on user derived requirements shows that the aforementioned issues are common. Therefore, the algorithm can help developers to correct their specifications and avoid wasted effort on checking incorrect requirements.
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度量间隔时间逻辑规范的提取和调试
一般来说,系统测试和验证应该根据正式的规格说明进行。然而,正式规范的开发是一项具有挑战性且容易出错的任务,即使对专家来说也是如此。在考虑实时嵌入式系统、混合信号电路或更一般的软件控制物理系统中复杂的时空需求时,这一点尤其正确。在这项工作中,我们提出了一个正式规范的引出和调试框架。正式规范的获取是通过图形用户界面处理的。调试算法检查规格不一致和错误。也就是说,它检测在度量间隔时间逻辑(MITL)片段中开发的正式规范中的有效性、冗余和空洞问题。该算法通知系统工程师其规格中的任何问题。这改进了规范获取过程,并最终改进了测试和验证过程。最后,我们介绍了在网络物理系统(CPS)应用中通常出现的规范的实验结果。我们的规范调试工具在用户派生需求上的应用表明,上述问题是常见的。因此,该算法可以帮助开发人员纠正他们的规范,避免在检查不正确的需求上浪费精力。
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