基于smt的虚拟同步分布式混合系统分析

K. Bae, P. C. Ölveczky, Soonho Kong, Sicun Gao, E. Clarke
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引用次数: 11

摘要

本文介绍了验证具有互联物理环境的虚拟同步分布式控制系统的一般技术。众所周知,这种网络物理系统(cps)很难验证,因为它们结合了非平凡的连续动态、网络延迟、不精确的本地时钟、异步通信等。为了简化他们的分析,我们首先扩展了PALS方法——它允许从事件的定时、异步通信、网络延迟和不精确的时钟中抽象出来,只要基础设施保证网络延迟和时钟倾斜的界限——从实时系统到混合系统。我们证明了Hybrid PALS同步和异步模型之间的双仿真等价性。然后,我们展示了如何将同步混合PALS模型的各种验证问题简化为基于实数非线性理论的SMT求解。我们举例说明了混合PALS建模和验证方法的一些cps,包括转向飞机的控制系统。
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SMT-Based Analysis of Virtually Synchronous Distributed Hybrid Systems
This paper presents general techniques for verifying virtually synchronous distributed control systems with interconnected physical environments. Such cyber-physical systems (CPSs) are notoriously hard to verify, due to their combination of nontrivial continuous dynamics, network delays, imprecise local clocks, asynchronous communication, etc. To simplify their analysis, we first extend the PALS methodology---that allows to abstract from the timing of events, asynchronous communication, network delays, and imprecise clocks, as long as the infrastructure guarantees bounds on the network delays and clock skews---from real-time to hybrid systems. We prove a bisimulation equivalence between Hybrid PALS synchronous and asynchronous models. We then show how various verification problems for synchronous Hybrid PALS models can be reduced to SMT solving over nonlinear theories of the real numbers. We illustrate the Hybrid PALS modeling and verification methodology on a number of CPSs, including a control system for turning an airplane.
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