Guaranteeing Proper-Temporal-Embedding safety rules in wireless CPS: A hybrid formal modeling approach

Feng Tan, Yufei Wang, Qixin Wang, Lei Bu, Rong L. Zheng, N. Suri
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引用次数: 14

Abstract

Cyber-Physical Systems (CPS) integrate discrete-time computing and continuous-time physical-world entities, which are often wirelessly interlinked. The use of wireless safety critical CPS (control, healthcare etc.) requires safety guarantees despite communication faults. This paper focuses on one important set of such safety rules: Proper-Temporal-Embedding (PTE). Our solution introduces hybrid automata to formally describe and analyze CPS design patterns. We propose a novel lease based design pattern, along with closed-form configuration constraints, to guarantee PTE safety rules under arbitrary wireless communication faults. We propose a formal methodology to transform the design pattern hybrid automata into specific wireless CPS designs. This methodology can effectively isolate physical world parameters from affecting the PTE safety of the resultant specific designs. We conduct a case study on laser tracheotomy wireless CPS to show that the resulting system is safe and can withstand communication disruptions.
保证无线CPS中适当时间嵌入的安全规则:一种混合形式化建模方法
信息物理系统(CPS)集成了离散时间计算和连续时间物理世界实体,它们通常是无线互联的。无线安全关键CPS(控制、医疗保健等)的使用需要安全保障,尽管存在通信故障。本文重点讨论了一组重要的安全规则:适当时间嵌入(PTE)。我们的解决方案引入混合自动机来形式化地描述和分析CPS设计模式。我们提出了一种新颖的基于租约的设计模式,以及封闭形式的配置约束,以保证任意无线通信故障下的PTE安全规则。我们提出了一种形式化的方法,将设计模式混合自动机转换为特定的无线CPS设计。这种方法可以有效地将物理世界参数与影响PTE安全性的具体设计隔离开来。我们进行了一个激光气管切开术无线CPS的案例研究,以表明所产生的系统是安全的,可以承受通信中断。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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