Non-spherical particle size retrieval by angular resolved elastic light scattering using the T-matrix method

被引:1
|
作者
Islam, Md Arafat [1 ,2 ]
Qi, Hong [1 ,2 ]
Ren, Ya-Tao [1 ,2 ]
Zhang, Jun-You [1 ,2 ]
机构
[1] Harbin Inst Technol, Sch Energy Sci & Engn, Harbin 150001, Peoples R China
[2] Minist Ind & Informat Technol, Key Lab Aerosp Thermophys, Harbin 150001, Peoples R China
基金
中国国家自然科学基金;
关键词
Scattering; particle size distribution; T-matrix; ant colony optimization; inverse problem; INVERSE RADIATION ANALYSIS; OPTICAL-PROPERTIES; ALGORITHM;
D O I
10.1088/1612-202X/ab863f
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
In this study, angular resolved elastic light scattering signals are employed to retrieve the spheroidal and cylindrical particle size distribution (PSD) using the T-matrix method. The interesting features of this simulation are that, to retrieve the size distribution of the particles, simulation does not need any initial information about the number density of the particles per unit volume. Moreover, both cylindrical and spheroidal PSD can be retrieved by using this same simulation. A probability density function-based ant colony optimization (PDF-ACO) algorithm is used to solve the inverse problem to retrieve the target parameters. For the direct problem, intensity of the scattering particles is measured at seven different angular positions and the ratio of the sum of this scattering intensity to the scattering intensity at a reference angle is used to fit the objective function of the inverse problem. In regards to retrieving parameters, the robustness of the PDF-ACO algorithm shows good agreement with the true parameters. Even with 5% measurement noise, the retrieval accuracy can be achieved within the tolerable error limit of less than 10%.
引用
收藏
页数:9
相关论文
共 50 条
  • [21] Electromagnetic scattering from gyroelectric anisotropic particle by the T-matrix method
    Wang, Jia Jie
    Han, Yi Ping
    Han, Lu
    Cui, Zhi Wei
    [J]. JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER, 2014, 135 : 20 - 29
  • [22] Simulation of light scattering in large, disordered nanostructures using a periodic T-matrix method
    Theobald, Dominik
    Beutel, Dominik
    Borgmann, Luisa
    Mescher, Henning
    Gomard, Guillaume
    Rockstuhl, Carsten
    Lemmer, Uli
    [J]. JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER, 2021, 272
  • [23] Research on Properties of Light Scattering for Non-Spherical Suspended Particles in Water Based on T Matrix Model
    Vo Quang Sang
    Feng Peng
    Mi De-ling
    Tang Bin
    Wei Biao
    [J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2015, 35 (10) : 2691 - 2696
  • [24] T-matrix based inverse light scattering analysis using Angle Resolved Low Coherence Interferometry
    Giacomelli, Michael
    Chalut, Kevin
    Ostrander, Julie
    Wax, Adam
    [J]. BIOMEDICAL APPLICATIONS OF LIGHT SCATTERING III, 2009, 7187
  • [25] Particle size distribution retrieval from elastic light scattering measurements by a modified regularization method
    Arias, Maria L.
    Frontini, Gloria L.
    [J]. PARTICLE & PARTICLE SYSTEMS CHARACTERIZATION, 2007, 23 (05) : 374 - 380
  • [26] Effects of primary particle size on light absorption enhancement of black carbon aerosols using the superposition T-matrix method
    Zheng, Lijuan
    Wu, Yu
    [J]. JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER, 2021, 258
  • [27] Non-spherical particle size and shape estimation using machine learning
    Moon, Chi Young
    Edwards, Caitlyn
    Panda, Alka
    Byun, Gwibo
    Lowe, K. Todd
    [J]. 2020 IEEE RESEARCH AND APPLICATIONS OF PHOTONICS IN DEFENSE CONFERENCE (RAPID), 2020,
  • [28] Application of the T-matrix method to determine the structure of spheroidal cell nuclei with angle-resolved light scattering
    Giacomelli, Michael G.
    Chalut, Kevin J.
    Ostrander, Julie H.
    Wax, Adam
    [J]. OPTICS LETTERS, 2008, 33 (21) : 2452 - 2454
  • [29] Non-spherical particle size estimation using supervised machine learning
    Moon, Chi Young
    Gargiulo, Aldo
    Byun, Gwibo
    Lowe, K. Todd
    [J]. APPLIED OPTICS, 2020, 59 (10) : 3237 - 3245
  • [30] Anomalous diffraction approximation method for retrieval of spherical and spheroidal particle size distributions in total light scattering
    Sun, Xiaogang
    Tang, Hong
    Yuan, Guibin
    [J]. JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER, 2008, 109 (01): : 89 - 106