Reduced-order modelling of linear time-varying systems

J. Roychowdhury
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引用次数: 36

Abstract

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 the input-output behaviour of the original systems accurately. The size reduction results in a speedup of more than 500.
线性时变系统的降阶建模
我们提出了线性时变系统的降阶建模理论,以及应用于大型系统的有效数值方法。该技术被称为TVP(时变页),适用于许多类型的通信子系统的确定性和噪声分析,如混频器和开关电容滤波器,现有的模型缩减技术无法使用。因此,TVP适用于整个通信系统的分层验证。我们提出了实际应用,其中TVP生成的宏观模型比原始系统小两个数量级以上,但仍然准确地复制了原始系统的输入-输出行为。大小的减小导致了超过500的加速提升。
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