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Formal methods-based verification of medical device software analysis

机译:基于形式化方法的医疗器械软件分析验证

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Embedded Software in medical devices is increasing in content and complexity. State-of-the-art pacemakers may contain up to 80,000 lines of code; infusion pumps may have more than 170,000. Such devices must provide the utmost in safety and reliability.rnMedical device software has typicallyrnbeen verified using code reviews, static analysis and dynamic testing. Code reviews rely solely on the expertise of the reviewer, however, and may not be efficient for large code bases. Traditional static analysis techniques, meanwhile, rely mainly on a pattern-matching approach to detect unsaferncode patterns but cannot prove the absence of run-time errors. And with the increasing complexity of device software, dynamically testing for all types of operating conditions is virtually impossible.
机译:医疗设备中的嵌入式软件的内容和复杂性正在增加。最先进的起搏器可能包含多达80,000行代码;输液泵可能超过170,000。此类设备必须提供最大的安全性和可靠性。医疗设备软件通常已通过代码审查,静态分析和动态测试进行了验证。但是,代码审查完全依赖于审查者的专业知识,对于大型代码库而言可能并不高效。同时,传统的静态分析技术主要依靠模式匹配方法来检测不安全的代码模式,但无法证明没有运行时错误。随着设备软件复杂性的增加,几乎不可能对所有类型的运行条件进行动态测试。

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