论文标题

连续时间STL的不均匀采样运动计划

Non-uniform Sampled Motion Planning for Continuous-time STL

论文作者

Yang, Guang, Belta, Calin, Tron, Roberto

论文摘要

本文为线性网络物理系统提供了一个离线运动计划器,该系统满足连续时间信号时间逻辑(STL)规范,其中以零订单保持(ZOH)方式应用控件。运动计划问题被提出为具有不一致控制更新的混合企业计划(MIP)。我们开发了一种新的方法来获得控制屏障功能(CBF)和线性谓词的边界,以呈现空间和时间要求。理论结果在数值示例中得到了验证。

This paper presents an offline motion planner for linear cyber-physical systems that satisfy a continuous-time Signal Temporal Logic (STL) specification, in which controls are applied in a Zeroth-order Hold (ZOH) manner. The motion planning problem is formulated as a Mixed-integer Program (MIP) with nonuniform control updates. We develop a novel method to obtain bounds of Control Barrier Functions (CBF) and linear predicates to render both spatial and temporal requirements. The theoretical results are validated in numerical examples.

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