Volume 48 Issue 12
Dec.  2019
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Chen Peng, Zhao Jiguang, Du Xiaoping, Song Yishuo. Approximate scattering phase function fitting method based on particle swarm optimization[J]. Infrared and Laser Engineering, 2019, 48(12): 1203005-1203005(7). doi: 10.3788/IRLA201948.1203005
Citation: Chen Peng, Zhao Jiguang, Du Xiaoping, Song Yishuo. Approximate scattering phase function fitting method based on particle swarm optimization[J]. Infrared and Laser Engineering, 2019, 48(12): 1203005-1203005(7). doi: 10.3788/IRLA201948.1203005

Approximate scattering phase function fitting method based on particle swarm optimization

doi: 10.3788/IRLA201948.1203005
  • Received Date: 2019-08-11
  • Rev Recd Date: 2019-09-21
  • Publish Date: 2019-12-25
  • The scattering phase function is an important parameter for studying the optical transmission characteristics in aerosols. Four approximate scattering phase functions commonly used in Monte Carlo simulations in atmospheric radiation propagation were compared. Aiming at the problem that the parameters of the Two-Term Henyey-Greenstein (TTHG) phase function were difficult to determine, a TTHG scattering phase function based on particle swarm optimization was proposed. This function can well fit the Mie scattering phase function, especially at backscatter angles greater than 90. Compared with the phase functions such as HG, HG* and RHG, the phase function proposed in this paper can better approximate the actual scattering and obtain more accurate Monte Carlo simulation results.
  • [1] Huang Chaojun, Wu Zhensen, Liu Yafeng, et al. Numerical calculation of scattering phase function of atmospheric aerosol particles[J]. Infrared and Laser Engineering, 2012, 41(3):580-585. (in Chinese)黄朝军, 吴振森, 刘亚锋, 等. 大气气溶胶粒子散射相函数的数值计算[J]. 红外与激光工程, 2012, 41(3):580-585.
    [2] Wu Zhensen, You Jinguang, Yang Ruike. Study on the attenuation characteristics of laser in sandstorm[J]. Chinese Journal of Lasers, 2004, 31(9):1075-1080. (in Chinese)吴振森, 由金光, 杨瑞科. 激光在沙尘暴中的衰减特性研究[J]. 中国激光, 2004, 31(9):1075-1080.
    [3] Song Xueping, Jia Xiaodong, Qin Yifan, et al. Experimental study on backscattering characteristics of cloud by laser[J]. Infrared and Laser Engineering, 2010, 39(2):260-265. (in Chinese)宋雪平, 贾晓东, 覃一凡, 等. 云雾对激光后向散射特性试验研究[J]. 红外与激光工程, 2010, 39(2):260-265.
    [4] Wang Z, Cui S, Yang J, et al. A novel hybrid scattering order-dependent variance reduction method for Monte Carlo simulations of radiative transfer in cloudy atmosphere[J]. Journal of Quantitative Spectroscopy and Radiative Transfer, 2017, 189:283-302.
    [5] Ramella-Roman J, Prahl S, Jacques S. Three Monte Carlo programs of polarized light transport into scattering media:part I[J]. Opt Express, 2005, 13(12):4420-4438.
    [6] Colombi J, Louedec K. Monte Carlo simulation of light scattering in the atmosphere and effect of atmospheric aerosols on the point spread function[J]. J Opt Soc Am A Opt Image Sci Vis, 2013, 30(11):2244-2252.
    [7] Sharma S K. Light Scattering Reviews 9-A Review of Approximate Analytic Light-Scattering Phase Functions[M]. Berlin, Heidelberg:Springer, 2015:53-100.
    [8] Huang Y, Liu G, Jin W, et al. Comparison study of several underwater light scattering phase functions[J]. Optoelectronics Letters, 2012, 8(3):233-236.
    [9] Cheng Chen. Monte Carlo simulation of spaceborne laser radar radiation transmission[D]. Hefei:University of Science and Technology of China, 2018. (in Chinese)程晨. 星载激光雷达辐射传输蒙特卡罗模拟[D]. 合肥:中国科学技术大学, 2018.
    [10] Cheng Chen, Xu Qingshan, Zhu Lin. Empirical formula of scattering phase function of non-spherical aerosol particles:The 34th Annual Meeting of Chinese Meteorological Society[Z]. 2017. (in Chinese)程晨, 徐青山, 朱琳. 非球形气溶胶粒子散射相函数经验公式研究:第34届中国气象学会年会[Z]. 2017.
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Approximate scattering phase function fitting method based on particle swarm optimization

doi: 10.3788/IRLA201948.1203005
  • 1. Graduate School,Space Engineering University,Beijing 101416,China;
  • 2. Department of Electronics and Optical Engineering,Space Engineering University,Beijing 101416,China;
  • 3. Aerospace Command College,Space Engineering University,Beijing 101416,China

Abstract: The scattering phase function is an important parameter for studying the optical transmission characteristics in aerosols. Four approximate scattering phase functions commonly used in Monte Carlo simulations in atmospheric radiation propagation were compared. Aiming at the problem that the parameters of the Two-Term Henyey-Greenstein (TTHG) phase function were difficult to determine, a TTHG scattering phase function based on particle swarm optimization was proposed. This function can well fit the Mie scattering phase function, especially at backscatter angles greater than 90. Compared with the phase functions such as HG, HG* and RHG, the phase function proposed in this paper can better approximate the actual scattering and obtain more accurate Monte Carlo simulation results.

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