用软件验证分析实时线性控制系统

Parasara Sridhar Duggirala, Mahesh Viswanathan
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引用次数: 19

摘要

部署的嵌入式软件与传感器和执行器交互,以控制物理环境。当控制系统的演变由常微分方程(ode)指定时,嵌入式软件周期性地感知系统的状态,对输入执行计算,并根据计算结果启动执行器。本文提出了一种周期驱动线性控制系统的有界时间安全验证技术。本文考虑的模型考虑到控制任务是在实时操作系统上执行的,因此任务在某些情况下会错过实时截止日期。利用矩阵幂和输入的符号求值,我们将这类系统的验证问题简化为对实数进行计算的软件验证。我们比较了验证这种软件的不同技术,突出了每种方法的优点,并给出了我们的实验结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analyzing Real Time Linear Control Systems Using Software Verification
Deployed embedded software interacts with sensors and actuators to control a physical environment. While the evolution of the control system is specified by Ordinary Differential Equations (ODEs), the embedded software periodically senses the state of the system, performs computation over the inputs, and initiates the actuators based on the result of computation. In this paper, we present a bounded time safety verification technique for periodically actuated linear control systems. The model considered in this paper takes into account that the control tasks are executed on a real time operating system and hence the task, in some instances misses the real time deadlines. Using matrix exponentiation, and symbolic evaluation of inputs, we reduce the verification problem of such systems into software verification with computation over reals. We compare different techniques for verifying such software, highlight the merits of each of the approaches, and present our experimental results.
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