PARTICLE-SIZE DISTRIBUTION DETERMINATION USING OPTICAL SENSING AND NEURAL NETWORKS

被引：40

作者：

ISHIMARU, A ^{[1
]}

MARKS, RJ ^{[1
]}

TSANG, L ^{[1
]}

LAM, CM ^{[1
]}

PARK, DC ^{[1
]}

KITAMURA, S ^{[1
]}

机构：

[1] KOBE UNIV,DEPT INSTRUMENTAT ENGN,KOBE 657,JAPAN

来源：

OPTICS LETTERS | 1990年 / 15卷 / 21期

关键词：

D O I：

10.1364/OL.15.001221

中图分类号：

O43 [光学];

学科分类号：

070207 ; 0803 ;

摘要：

We present an inverse technique to determine particle-size distributions by training a layered perception neural network with optical backscattering measurements at three wavelengths. An advantage of this approach is that, even though the training may take a long time, once the neural network is trained the inverse problem of obtaining size distributions can be solved speedily and efficiently. © 1990 Optical Society of America.

引用

页码：1221 / 1223

页数：3