线性化方法在非线性控制系统小时间可达集计算中的适用性

M. Gusev
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引用次数: 0

摘要

非线性系统的可达集通常是相当复杂的。它们通常是非凸的,并且排列得具有相当复杂的行为。本文研究了仿射非线性系统在小时间区间上的可达集的渐近行为。我们假设系统的初始状态是固定的,并且控制在L2范数中有界。研究的主题是线性化方法在足够小的时间间隔内的适用性。给出了非线性系统的可达集是凸的且渐近等于线性化系统的可达集的充分条件。利用集合空间中的Banach-Mazur度量确定了渐近等式的概念。
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On Applicability of Linearization Approach in Calculating Small-Time Reachable Sets of Nonlinear Control Systems
The reachable sets of nonlinear systems are usually quite complicated. They, as a rule, are non-convex and arranged to have rather complex behavior. In this paper, the asymptotic behavior of reachable sets of nonlinear systems affine in control variables at small time intervals is studied. We assume that the initial state of the system is fixed, and the control is bounded in the L2 norm. The subject of the study is the applicability of the linearization method for a sufficiently small length of a time interval. We provide sufficient conditions under which the reachable set of a nonlinear system is convex and asymptotically equal to the reachable set of a linearized system. The concept of asymptotic equality is determined using the Banach-Mazur metric in the space of sets.
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