Improving numerical stability of the separation of variables method for light scattering by spheroids with size parameters beyond 1000

IF 1.9 3区 物理与天体物理 Q2 OPTICS
Jiachen Ding , Ping Yang
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引用次数: 0

Abstract

This study analyzes the numerical instability associated with using the separation of variables method (SVM) to solve light scattering by spheroids. An accurate and numerically stable solution to the single-scattering properties of a spheroidal particle is obtained. The numerical instability causes inaccurate calculation of the scattered field expansion coefficients with even expansion degrees (n) at expansion order m = 0. Relying on a quantitative analysis using numerical linear algebra techniques, we find that this problem originates in the expression of the linear equation system used to solve the expansion coefficients. A pseudoinverse method is adopted to substantially improve the numerical stability of the expansion coefficient calculation. The new SVM improved by the pseudoinverse method can be used to accurately compute single-scattering properties of spheroidal particles with size parameters beyond 1000.
提高尺寸参数大于1000的球体光散射的变量分离方法的数值稳定性
本文分析了用分离变量法求解椭球体光散射的数值不稳定性。得到了球面粒子单次散射特性的精确且数值稳定的解。数值上的不稳定性导致在扩展阶m = 0时均匀扩展度(n)的散射场扩展系数计算不准确。借助于数值线性代数技术的定量分析,我们发现这个问题起源于用于求解展开系数的线性方程组的表达式。采用伪逆方法,大大提高了膨胀系数计算的数值稳定性。采用伪逆方法改进的支持向量机可以精确计算尺寸参数大于1000的球形粒子的单次散射特性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
5.30
自引率
21.70%
发文量
273
审稿时长
58 days
期刊介绍: Papers with the following subject areas are suitable for publication in the Journal of Quantitative Spectroscopy and Radiative Transfer: - Theoretical and experimental aspects of the spectra of atoms, molecules, ions, and plasmas. - Spectral lineshape studies including models and computational algorithms. - Atmospheric spectroscopy. - Theoretical and experimental aspects of light scattering. - Application of light scattering in particle characterization and remote sensing. - Application of light scattering in biological sciences and medicine. - Radiative transfer in absorbing, emitting, and scattering media. - Radiative transfer in stochastic media.
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