Study on Sampling Method of Scattering Phase Function of Medium

Wujisiguleng Zhao, Chunyi Chen, Hongmei Meng
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引用次数: 1

Abstract

Monte Carlo simulation is the most widely used method to analyze and study the optical transmission characteristics of seawater channel. The scattering phase function is usually used to represent the specific scattering characteristics of seawater according to the different densities of seawater medium particles, so it is particularly important to measure the scattering phase cosine $\cos\theta$ in the scattering phase function of the average particles in seawater. This chapter uses Monte Carlo simulation method to solve the scattering phase cosine $\cos\theta$, and explores a suitable and efficient sampling method to simulate light scattering. First, we sample the Rayleigh phase function by using the inverse transformation, the tabulation method and the weighted algorithm, and analyze the advantages and disadvantages of these three sampling methods. The three methods are applied to the Henyey-Greentein (HG) phase function. Moreover, in order to simulate the scattering characteristics in natural media, the Henyey-Greentein (HG) phase function is improved to obtain the Rayleigh Henyey-Greenstein (RHG) phase function, and then the corresponding sampling is carried out to improve the efficiency of the sampling method.
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介质散射相函数采样方法的研究
蒙特卡罗模拟是分析和研究海水通道光传输特性最常用的方法。根据海水介质颗粒密度的不同,通常采用散射相函数来表示海水的具体散射特性,因此在海水中平均颗粒的散射相函数中测量散射相余弦$\cos\theta$就显得尤为重要。本章采用蒙特卡罗模拟方法求解散射相位余弦$\cos\theta$,探索一种适合且高效的模拟光散射的采样方法。首先,采用逆变换法、制表法和加权法对瑞利相函数进行采样,分析了这三种采样方法的优缺点。将这三种方法应用于heney - greentein (HG)相函数。此外,为了模拟自然介质中的散射特性,对Henyey-Greenstein (HG)相函数进行改进,得到Rayleigh Henyey-Greenstein (RHG)相函数,然后进行相应的采样,提高采样方法的效率。
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