论文标题

关于带有输出反馈的基于抽象的控制器设计

On Abstraction-Based Controller Design With Output Feedback

论文作者

Majumdar, Rupak, Ozay, Necmiye, Schmuck, Anne-Kathrin

论文摘要

我们考虑针对线性时间逻辑中规范的有限输入和输出的动态系统的输出反馈控制器的设计设计。基于抽象的控制器设计(ABCD)的常用过程首先构建了基础动力学系统的有限状态抽象,其次,使用反应性合成技术来计算抽象上的抽象状态反馈控制器。在这种情况下,我们的贡献是两个方面:(i)我们定义了原始系统与其抽象之间的合适关系,该系统的特征是将抽象的状态反馈控制器的健全性和完整性条件描述为原始系统的具体输出反馈控制器,并且(ii)我们提供了一种算法来计算出良好的效果效果的效果。 我们的关系概括了来自ABCD的反馈与国家反馈的反馈关系。我们用于构建声音有限态抽象的算法的灵感来自Lee和Yannakakis的同时可及性最小化算法。我们将他们的想法提高到观察等效系统的计算,并在任何时候停止该算法可以获得声音抽象。此外,如果原始系统可实现,我们的新算法可以实现原始系统的输入/输出行为的拓扑结合。

We consider abstraction-based design of output-feedback controllers for dynamical systems with a finite set of inputs and outputs against specifications in linear-time temporal logic. The usual procedure for abstraction-based controller design (ABCD) first constructs a finite-state abstraction of the underlying dynamical system, and second, uses reactive synthesis techniques to compute an abstract state-feedback controller on the abstraction. In this context, our contribution is two-fold: (I) we define a suitable relation between the original system and its abstraction which characterizes the soundness and completeness conditions for an abstract state-feedback controller to be refined to a concrete output-feedback controller for the original system, and (II) we provide an algorithm to compute a sound finite-state abstraction fulfilling this relation. Our relation generalizes feedback-refinement relations from ABCD with state-feedback. Our algorithm for constructing sound finite-state abstractions is inspired by the simultaneous reachability and bisimulation minimization algorithm of Lee and Yannakakis. We lift their idea to the computation of an observation-equivalent system and show how sound abstractions can be obtained by stopping this algorithm at any point. Additionally, our new algorithm produces a realization of the topological closure of the input/output behavior of the original system if it is finite-state realizable.

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