用SMT求解离散时间MATLAB/Simulink模型的位精确形式化验证

Paula Herber, Robert Reicherdt, P. Bittner
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引用次数: 27

摘要

Matlab/Simulink被广泛用于嵌入式系统的基于模型的开发。特别是,越来越多的安全关键应用程序是在Matlab/Simulink中设计的。与此同时,Matlab/Simulink的形式化验证技术仍然很少,现有的形式化验证技术也没有很好的可扩展性。本文提出了一种从离散时间Matlab/Simulink到UCLID输入语言的自动转换方法。UCLID是一个基于SMT求解的系统验证工具包。我们的方法使我们能够使用有界模型检查和归纳不变检查的组合来自动验证Matlab/Simulink模型。为了证明我们方法的实际适用性,我们已经成功地验证了汽车领域工业设计中最常见的错误之一,即变量溢出或下溢的缺失。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Bit-precise formal verification of discrete-time MATLAB/Simulink Models using SMT Solving
Matlab/Simulink is widely used for model-based development of embedded systems. In particular, safety-critical applications are increasingly designed in Matlab/Simulink. At the same time, formal verification techniques for Matlab/Simulink are still rare and existing ones do not scale well. In this paper, we present an automatic transformation from discrete-time Matlab/Simulink to the input language of UCLID. UCLID is a toolkit for system verification based on SMT solving. Our approach enables us to use a combination of bounded model checking and inductive invariant checking for the automatic verification of Matlab/Simulink models. To demonstrate the practical applicability of our approach, we have successfully verified the absence of one of the most common errors, i. e. variable over- or underflow, for an industrial design from the automotive domain.
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