Particle-size distribution determination using optical sensing and neural networks
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 tra...
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Veröffentlicht in: | Optics letters 1990-11, Vol.15 (21), p.1221-1223 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | 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. |
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ISSN: | 0146-9592 1539-4794 |
DOI: | 10.1364/OL.15.001221 |