A Precise and Fast Droplet Parameter Inversion Algorithm for Rainbow Scattering Detection

The rainbow scattering technique holds significant promise for simultaneously detecting micrometer-sized droplet size and refractive index. Reported here is a fast and lightweight deep-learning-based rainbow inversion algorithm containing a unique signal preprocessor and a novel signal inversion net...

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Bibliographic Details
Published in:	IEEE sensors journal Vol. 24; no. 19; pp. 30608 - 30618
Main Authors:	Li, Tianchi, Li, Can, Li, Ning
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.10.2024 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Accuracy Algorithms Deep learning droplet size Droplets Fitting inversion Machine learning Multilayer perceptrons Optical scattering Optical variables control Parameters rainbow scattering Rainbows Refractive index Refractivity Scattering angle
ISSN:	1530-437X, 1558-1748
Online Access:	Get full text
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