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单词 Rayleigh distribution
释义

Rayleigh distribution

中文百科

瑞利分布

莱利分布(Rayleigh distribution):又称为瑞利分布,当一个随机二维矢量的两个分量呈独立的、有着相同的方差的正态分布时,这个矢量的模呈莱利分布。例如,当随机复数的实部和虚部独立同分布于0均值,同方差的正态分布时,该复数的绝对值服从莱利分布。

莱利分布的概率密度函数是

f(x;\sigma) = \frac{x}{\sigma^2} e^{-x^2/2\sigma^2}, \quad x \geq 0,
英语百科

Rayleigh distribution 瑞利分布

In probability theory and statistics, the Rayleigh distribution /ˈrli/ is a continuous probability distribution for positive-valued random variables.

A Rayleigh distribution is often observed when the overall magnitude of a vector is related to its directional components. One example where the Rayleigh distribution naturally arises is when wind velocity is analyzed into its orthogonal 2-dimensional vector components. Assuming that each component is uncorrelated, normally distributed with equal variance, and zero mean, then the overall wind speed (vector magnitude) will be characterized by a Rayleigh distribution. A second example of the distribution arises in the case of random complex numbers whose real and imaginary components are independently and identically distributed Gaussian with equal variance and zero mean. In that case, the absolute value of the complex number is Rayleigh-distributed.

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更新时间:2025/6/21 17:08:15