小波变换动态光散射信号仿真方法参数影响分析

Yajing Wang, Hui Yang
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摘要

在分解尺度、数据长度、采样频率等不同仿真参数下,通过分析仿真信号的理论功率谱与功率谱的一致性,研究了小波变换动态光散射(DLS)信号仿真方法中仿真参数对仿真效果的影响。研究表明,在其他两个模拟参数相同的情况下,小颗粒需要更小的分解尺度,大颗粒则相反,数据长度和采样频率太大,采样频率太小会导致模拟效果不佳。在实际仿真中,这三个参数是相互约束的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Parameters influence analysis of dynamic light scattering signal simulation method of wavelet transform
At different simulation parameters such as decomposition scale, data length and sample frequency, by analyzing consistency degree of theory power spectrum and power spectrum of simulation signal, this paper studies the influence of simulation parameters on simulation effect for dynamic light scattering ( DLS) signal simulation method of wavelet transform. Research show that, at same other two simulation parameters, the small particles need smaller decomposition scale, the big particles is contrary, too big data length and sample frequency, too small sample frequency can lead to poor simulation effect. In practice simulation, the three parameters are mutually constraints.
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