样本时间模拟是否保持指数稳定性?

A. Proskurnikov
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引用次数: 3

摘要

经典控制理论提供了许多设计连续时间反馈控制器的方法,而现在的控制算法是在数字平台上实现的,并且必须在采样时间内进行设计。采样时间控制设计的方法要么基于设备的离散化,使离散时间控制器合成,要么基于各种重新设计方法,将连续时间控制器转换为采样时间近似,提供可比较的闭环系统特性。最简单的重新设计方法,通常在实践中使用,是通过足够快的采样来模拟连续时间反馈。尽管它很简单,但仿真产生了一个重要的问题:以足够高的速率(或者,等价地,用一个小的采样时间)仿真是否能保持闭环系统的稳定性?在本文中,我们讨论了指数稳定性(局部或全局)的情况下的这个问题。即使对于线性系统,当采样是非周期时,稳定性保持问题也变得不平凡。对于非线性系统,仿真方法的可行性通常只有在对对象和控制器有相当严格的假设的情况下才能得到证明,这些假设,如下面所示,实际上是被抛弃的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Does sample-time emulation preserve exponential stability?
Whereas classical control theory provides many methods for designing continuous-time feedback controllers, nowadays control algorithms are implemented on digital platforms and have to be designed in sampled time. Approaches to sampled-time control design are based on either discretization of the plant enabling discrete-time controller synthesis, or various redesign methods converting a continuous-time controller into a sampled-time approximation, providing comparable closed-loop system properties. The simplest of redesign approaches, typically used in practice, is the emulation of continuous-time feedback by sufficiently fast sampling. In spite of its simplicity, emulation gives rise to an important problem: does emulation at a sufficiently high rate (or, equivalently, with a small sampling time) preserve the stability of the closed-loop system? In this paper, we address this problem for the case of exponential stability (local or global). Even for linear systems, the problem of stability preservation becomes non-trivial when sampling is aperiodic. For nonlinear systems, viability of emulation approach is usually proved only under quite restrictive assumptions on the plant and the controller, which, as will be shown, in fact be discarded.
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