Time-aware relational abstractions for hybrid systems

Sergio Mover, A. Cimatti, A. Tiwari, Stefano Tonetta
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引用次数: 26

Abstract

Hybrid Systems model both discrete switches and continuous dynamics and are suitable to represent embedded systems where discrete controllers interact with a physical plant. Relational abstraction is a new approach for verifying hybrid systems. In relational abstraction, the continuous dynamics in each location of the hybrid system is abstracted by a binary relation that relates the current value of the continuous variables with all future values of the variables that are reachable after a time elapse (continuous) transition. The abstract system is an infinite-state system, which can be verified using k-induction or abstract interpretation. Existing techniques for computing relational abstractions are time-agnostic: they do not construct any relationship between the state variables and the time elapsed during the continuous evolution. Time-agnostic abstractions cannot verify timing properties. We present a technique to compute a time-aware relational abstraction for verifying (timing-related) safety properties of cyber-physical systems. We show the effectiveness of the new abstraction on several case studies on which the previous techniques fail.
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混合系统的时间感知关系抽象
混合系统对离散开关和连续动态建模,适合于表示离散控制器与物理设备交互的嵌入式系统。关系抽象是验证混合系统的一种新方法。在关系抽象中,混合系统中每个位置的连续动态被一种二元关系抽象出来,这种二元关系将连续变量的当前值与经过一段时间(连续)转换后可到达的所有变量的未来值联系起来。抽象系统是一个无限状态系统,可以用k归纳或抽象解释来验证。现有的计算关系抽象的技术是时间不可知的:它们没有在状态变量和连续演化过程中经过的时间之间构建任何关系。与时间无关的抽象不能验证时间属性。我们提出了一种计算时间感知关系抽象的技术,用于验证网络物理系统的(与时间相关的)安全特性。我们在几个案例研究中展示了新抽象的有效性,而以前的技术在这些案例研究中失败了。
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