线性离散系统的限频模型约简技术

Xin Du, A. Jazlan, V. Sreeram, R. Togneri, A. Ghafoor, S. Sahlan
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引用次数: 5

摘要

本文介绍了基于原始系统马尔可夫特性等保存参数的单输入单输出(SISO)离散系统模型约简框架,该框架采用基于限频脉冲响应Gramian的平衡截断方法。本文提出的方法将文献[20]中描述的用于连续系统的限频脉冲响应格拉曼模型约简方法扩展到离散时间系统。通过数值算例比较了在数字滤波器通带内任意选择频率范围内各种限频模型约简方法的性能。还针对每个场景检查了降阶模型的稳定性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A frequency limited model reduction technique for linear discrete systems
This paper describes the model reduction framework for single-input single-output (SISO) discrete-time systems based on the preservation parameters such as Markov properties of the original system by applying a Frequency-Limited Impulse Response Gramian based Balanced Truncation method. This proposed method extends the Frequency-Limited Impulse Response Gramians model reduction method for continuous systems described in the recent paper in [20] to be applicable for discrete time systems. A numerical example is provided to compare the performances between various frequency limited model reduction methods at an arbitrarily selected frequency range within the passband of a digital filter. The stability of the reduced order models are also checked for each scenario.
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