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Structure preserving reduced-order modeling of linear periodic time-varying systems

机译:线性周期时变系统的保结构降阶建模

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Many subsystems encountered in communication systems can be modeled as linear periodic time-varyiing (LPTV) systems. In this paper, we present a novel structure preserving reduced-order modeling algorithm for LPTV systems. A key advance of our approach is that it preserves the periodic time-varying structure during the reduction process, thus resulting in reduced LPTV systems. Unlike prior LPTV model order reduction (MOR) techniques which recast the LPTV systems to artificial linear time-invariant (LTI) systems and apply LTI MOR techniques for reduction, our structure preserving algorithm uses a time-varying projection directly on the original LPTV systems. Our approach always produces a smaller system than the original system, which was not valid for previous LPTV MOR techniques. We validate the proposed technique with several circuit examples, demonstrating significant size reductions and excellent accuracy.
机译:通信系统中遇到的许多子系统可以建模为线性周期性时变(LPTV)系统。在本文中,我们提出了一种用于LPTV系统的新型结构保留降阶建模算法。我们方法的一个关键进展是,它在缩减过程中保留了周期性的时变结构,从而减少了LPTV系统。与先前的LPTV模型降阶(MOR)技术将LPTV系统重铸为人工线性时不变(LTI)系统并将LTI MOR技术应用于降阶不同,我们的结构保留算法直接在原始LPTV系统上使用时变投影。我们的方法总是产生比原始系统小的系统,这对于以前的LPTV MOR技术是无效的。我们通过几个电路示例验证了所提出的技术,证明了尺寸的显着减小和出色的精度。

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