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Computation of Observability Regions for Piecewise Affine Systems: A Projection-Based Algorithm

机译:分段仿射系统可观察性区域的计算:基于投影的算法

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In this paper we consider the problem of computingsets of observable states for discrete-time, piecewise affine systems. When the maximal set of observable states is full-dimensional, we provide an algorithm for reconstructing it up to a zero measure set. The core of the method is a quantifier elimination procedure that, in view of basic results on piecewise linear algebra, can be performed via the projection of polytopes on subspaces. We also provide a necessary condition on the minimal length of the observability horizon in order to expect a full-dimensional set of observable states. Numerical experiments highlight that the new procedure is considerably faster than the one proposed in [1].
机译:在本文中,我们考虑了可观察状态的计算,用于离散时间,分段仿射系统。当最大可观察状态集是全维时,我们提供了一种将其重建为零测量集的算法。该方法的核心是一种量化消除过程,即,考虑到分段线性代数的基本结果,可以通过在子空间上的POSTOPES投影来执行。我们还提供了对可观察性地平线的最小长度的必要条件,以期望全维围的可观察状态。数值实验强调新程序比[1]中提出的更快。

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