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Verification of Supervisory Control Software Using State Proximity and Merging

机译:使用状态邻近和合并验证监督控制软件

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This paper describes an approach for bounded-time verification of safety properties of supervisory control software interacting with a continuous-time plant. A combination of software Model Checking and numerical simulation is used to compute a conservative approximation of the reachable states. The technique verifies system properties in the presence of nondeterministic behavior in the software due to, for instance, interleaving of tasks. A notion of program equivalence is used to characterize the behaviors of the controller, and the bisimulation functions of Girard and Pappas are employed to characterize the behaviors of the plant. The approach can conservatively merge traces that reach states that are in proximity to each other. The technique has been implemented for the case of affine plant dynamics, which allows efficient operations on ellipsoidal sets based on convex optimization involving linear matrix inequalities (LMIs). We present an illustrative example for a model of the position controller of an unmanned aerial vehicle (UAV).
机译:本文介绍了一种与连续时间工厂交互的监督控制软件安全属性的限时验证方法。结合使用软件模型检查和数值模拟来计算可到达状态的保守近似值。该技术在软件中由于例如任务交织而存在不确定性行为的情况下验证系统属性。程序等效的概念用于表征控制器的行为,而吉拉德(Girard)和帕帕斯(Pappas)的双仿真函数用于表征植物的行为。该方法可以保守地合并到达彼此接近状态的轨迹。该技术已针对仿射植物动力学实施,该技术可基于涉及线性矩阵不等式(LMI)的凸优化,对椭圆集进行有效运算。我们为无人飞行器(UAV)的位置控制器模型提供一个说明性示例。

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