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Application of Wavelet and Spectral Representation Method in Nonstationary Process Simulation

机译:小波和光谱表示法在非间断过程模拟中的应用

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摘要

Currently, the classical spectral representation method for nonstationary simulation suffers from the lower efficiency due to unavailability of fast Fourier transform. In this paper, an efficient hybrid simulation method is proposed for the vector-valued nonstationary process, which contains the spectra decomposition via wavelets and spectral representation method. This method can take advantage of fast Fourier transform and is also easy to use. Numerical examples are employed to evaluate the proposed method. Results show that the method performs fairly well for the scalar process and vector-valued process with real coherence function. Its limitation is that the process with complex coherence function cannot be simulated.
机译:目前,由于快速傅里叶变换的不可用性,非间断模拟的经典光谱表示方法遭受较低的效率。在本文中,提出了一种用于矢量值的非间断过程的有效的混合仿真方法,其包含通过小波和光谱表示方法的光谱分解。这种方法可以利用快速傅里叶变换,也很容易使用。使用数值例子来评估所提出的方法。结果表明,该方法对标量流程和具有实际相干功能的矢量值流程来表现得相当吻合。其限制是不能模拟具有复杂相干函数的过程。

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