基于时间自动机的可证明正确的机器人控制

A. Anier, J. Vain
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引用次数: 6

摘要

本文对Uppaal时间自动机(UPTA)用于审议级机器人控制的可行性进行了研究。这项研究是基于擦洗护士机器人的案例研究。我们的经验证实,基于UPTA模型的控制能够在机器人操作过程中以最小的人为干预自主地定义和维护控制回路。具体来说,在我们的机器人体系结构中,控制模型是使用无监督学习自动构建的。根据安全性、可达性和性能需求实时验证模型的正确性。最后,证明了基于UPTA模型的机器人控制、动作规划和模型更新在现有模型执行和一致性测试工具Uppaal Tron的基础上可以自然实现。
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Timed Automata based provably correct robot control
This paper presents a feasibility study on the usage of Uppaal Timed Automata (UPTA) for deliberative level robotic control. The study is based on the Scrub Nurse Robot case-study. Our experience confirms that UPTA model based control enables the control loop to be defined and maintained during the robot operation autonomously with minimum human intervention. Specifically, in our robot architecture the control model is constructed automatically using unsupervised learning. Correctness of the model is verified on-the-fly against safety, reachability, and performance requirements. Finally, it is demonstrated that UPTA model based robot control, action planning and model updates have natural implementation based on existing model execution and conformance testing tool Uppaal Tron.
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