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基于经验模态分解的彩虹法测量研究
引用本文:罗道斌,秦毅盼,岳宗敏,骞来来,师博,谢娇娇. 基于经验模态分解的彩虹法测量研究[J]. 应用光学, 2020, 41(2): 375-381. DOI: 10.5768/JAO202041.0203006
作者姓名:罗道斌  秦毅盼  岳宗敏  骞来来  师博  谢娇娇
作者单位:陕西科技大学 文理学院,陕西 西安 710021
基金项目:陕西省协同创新计划资助项目(2015XT-65);陕西科技大学博士启动资金资助项目(2017BJ-50);陕西省教育厅专项科研计划项目(17JK0097)。
摘    要:基于彩虹Airy理论分析了一阶彩虹强度分布的折射率和直径的灵敏度,并利用经验模态分解法对彩虹信号进行分解与重构,提出了一种有效分离彩虹强度中Airy信号和高频Ripple分量的方法。根据液滴的一阶彩虹分布,设计了液滴折射率和直径同步测量的彩虹?经验模态反演算法,该算法有很强的抗噪声特征。实验中测量了水滴和不同浓度乙醇液滴的一阶彩虹分布,研究结果表明,彩虹?经验模态法对液滴的折射率和直径测量精度分别为10?4和1%。

关 键 词:光散射   粒度测量   经验模态分解   彩虹现象   反演算法
收稿时间:2019-06-10

Study on measurement method by empirical mode decomposition of rainbow signal
LUO Daobin,QIN Yipan,YUE Zongmin,QIAN Lailai,SHI Bo,XIE Jiaojiao. Study on measurement method by empirical mode decomposition of rainbow signal[J]. Journal of Applied Optics, 2020, 41(2): 375-381. DOI: 10.5768/JAO202041.0203006
Authors:LUO Daobin  QIN Yipan  YUE Zongmin  QIAN Lailai  SHI Bo  XIE Jiaojiao
Affiliation:School of Art and Science, Shaanxi University of Science and Technology, Xi’an 710021, China
Abstract:Based on rainbow Airy theory,the sensitivity of the main Airy peak position and Ripple frequency to the refractive index and diameter was studied.Combined with empirical mode decomposition for rainbow signal,Airy signal and Ripple component were extracted from rainbow distribution.According to the firstorder rainbow distribution of droplet,an inversion algorithm was designed to calculate the refractive index and diameter of droplet simultaneously,which with powerful feature of noise immunity.The first-order rainbow distributions from water and ethanol droplets with different concentrations were measured in the experiment.The results show that the refractive index and diameter measurement accuracy of the droplet by rainbowempirical mode decomposition method are 10-4 and 1%respectively.
Keywords:light scattering  particle sizing  empirical mode decomposition  rainbow phenomena  inversion algorithm
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