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Bayesian approach to non-Gaussian field statistics for diffusive broadband terahertz pulses

机译:扩散宽带太赫兹脉冲的非高斯场统计贝叶斯方法

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摘要

We develop a closed-form expression for the probability distribution function for the field components of a diffusive broadband wave propagating through a random medium. We consider each spectral component to provide an individual observation of a random variable, the configurationally averaged spectral intensity. Since the intensity determines the variance of the field distribution at each frequency, this random variable serves as the Bayesian prior that determines the form of the non-Gaussian field statistics. This model agrees well with experimental results.
机译:我们为通过随机介质传播的扩散宽带波的场分量的概率分布函数开发了一个封闭形式的表达式。我们认为每个光谱分量都可以提供对随机变量(配置平均光谱强度)的单独观察。由于强度确定每个频率下场分布的方差,因此该随机变量用作确定非高斯场统计量形式的贝叶斯先验。该模型与实验结果吻合良好。

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