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Limiting sampling results for continuous-time ARMA systems

机译:限制连续时间ARMA系统的采样结果

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The objective of this paper is to present some general properties of discrete-time systems originating from fast sampled continuous-time autoregressive moving average (CARMA) systems. In particular, some results concerning the zero locations and the innovations variance of fast sampled CARMA systems will be stated. Knowledge of these properties is of importance in various fast sampling applications, such as discrete-time simulation of continuous-time systems and identification of continuous-time systems using discrete-time measurements. The main contribution, however, is to provide a mean to evaluate limiting properties for various problems. For example, how to determine the accuracy of approximate sampling schemes, how to describe the characteristics of different estimators, and how to examine the behaviour of the dynamics of a fast sampled system. The results are illustrated by an extensive set of examples.
机译:本文的目的是介绍源自快速采样连续时间自回归移动平均值(CARMA)系统的离散时间系统的一些一般属性。特别是,将陈述一些有关快速采样CARMA系统的零位置和创新差异的结果。这些特性的知识在各种快速采样应用中都很重要,例如连续时间系统的离散时间仿真和使用离散时间测量值识别连续时间系统。但是,主要的贡献是提供了一种评估各种问题的极限特性的方法。例如,如何确定近似采样方案的准确性,如何描述不同估计量的特征以及如何检查快速采样系统的动力学行为。通过大量示例说明了结果。

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