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Reduced-Order Modelling of Time-Varying Systems

机译:时变系统的降阶建模

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We present a theory for reduced-order modelling of linear time-varying systems, together with efficient numerical methods for application to large systems. The technique, called TVP (Time-Varying Pade), is applicable to deterministic as well as noise analysis of many types of communication subsystems, such as mixers and switched-capacitor filters, for which existing model reduction techniques cannot be used. TVP is therefore suitable for hierarchical verification of entire communication systems. We present practical applications in which TVP generates macromodels which are more than two orders of magnitude smaller, but still replicate thei nput-output behaviour of the original systems accurately. The size reduction results in a speedup of more than 500.
机译:我们提出了线性时变系统的降阶建模理论,以及适用于大型系统的有效数值方法。称为TVP(时变帕德)的技术适用于许多类型的通信子系统(例如混频器和开关电容器滤波器)的确定性分析和噪声分析,而这些模型无法使用现有的模型简化技术。因此,TVP适用于整个通信系统的分层验​​证。我们介绍了TVP生成的宏模型的实际应用,这些宏模型的大小要小两个数量级以上,但仍能准确复制原始系统的输出输出行为。尺寸减小导致加速超过500。

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