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Temporal Logic Control of Discrete-Time Piecewise Affine Systems

机译:离散时间分段仿射系统的时间逻辑控制

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We present a computational framework for automatic synthesis of a feedback control strategy for a discrete-time piecewise affine (PWA) system from a specification given as a linear temporal logic (LTL) formula over an arbitrary set of linear predicates in the system's state variables. Our approach consists of two main steps. First, by defining appropriate partitions for its state and input spaces, we construct a finite abstraction of the PWA system in the form of a control transition system. Second, by leveraging ideas and techniques from LTL model checking and Rabin games, we develop an algorithm to generate a control strategy for the finite abstraction. While provably correct and robust to state measurements and small perturbations in the applied inputs, the overall procedure is conservative and expensive. The proposed algorithms have been implemented as a software package and made available for download. Illustrative examples are included.
机译:我们提出了一种计算框架,用于自动合成离散时间分段仿射(PWA)系统的反馈控制策略,该规范基于系统状态变量中任意线性谓词组上的线性时间逻辑(LTL)公式给出的规范。我们的方法包括两个主要步骤。首先,通过为其状态和输入空间定义适当的分区,我们以控制转换系统的形式构造PWA系统的有限抽象。其次,通过利用LTL模型检查和Rabin游戏的思想和技术,我们开发了一种算法来生成有限抽象的控制策略。尽管可以证明状态测量和所施加输入中的微小扰动是正确且稳健的,但整个过程还是保守且昂贵的。所提出的算法已实现为软件包,并可供下载。包括说明性示例。

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