Analysing forced oscillators with multiple time scales

O. Narayan, J. Roychowdhury
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Abstract

We present a novel formulation, called the WaMPDE, for solving systems with forced autonomous components. An important feature of the WaMPDE is its ability to capture frequency modulation (FM) in a natural and compact manner. This is made possible by a key new concept: that of warped time, related to normal time through separate time scales. Using warped time, we obtain a completely general formulation that captures complex dynamics in autonomous nonlinear systems of arbitrary size or complexity. We present computationally efficient numerical methods for solving large practical problems using the WaMPDE. Our approach explicitly calculates a time-varying local frequency that matches intuitive expectations. Applications to voltage-controlled oscillators demonstrate speedups of two orders of magnitude.
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多时间尺度强迫振子分析
我们提出了一种新的公式,称为WaMPDE,用于求解具有强制自治组件的系统。WaMPDE的一个重要特点是以自然和紧凑的方式捕获调频(FM)的能力。这是通过一个关键的新概念实现的:扭曲时间,通过单独的时间尺度与正常时间相关。利用翘曲时间,我们得到了一个完全通用的公式,可以捕捉任意大小或复杂性的自治非线性系统中的复杂动力学。我们提出了利用WaMPDE求解大型实际问题的计算效率高的数值方法。我们的方法明确地计算了一个时变的局部频率,与直观的期望相匹配。在压控振荡器上的应用证明了两个数量级的加速。
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