Sensing in the presence of strong noise by deep learning of dynamic multimode fiber interference

Linh V. Nguyen; Cuong C. Nguyen; Gustavo Carneiro; Heike Ebendorff-Heidepriem; Stephen C. Warren-Smith

doi:10.1364/PRJ.415902

Photonics Research, Volume. 9, Issue 4, B109(2021)

Sensing in the presence of strong noise by deep learning of dynamic multimode fiber interference

Linh V. Nguyen^1、*, Cuong C. Nguyen², Gustavo Carneiro², Heike Ebendorff-Heidepriem^1,3, and Stephen C. Warren-Smith^1,3,4

Author Affiliations

¹Institute for Photonics and Advanced Sensing and School of Physical Sciences, The University of Adelaide, Adelaide, SA 5005, Australia

²Australian Institute for Machine Learning, The University of Adelaide, Adelaide, SA 5005, Australia

³Australian Research Council Centre of Excellence for Nanoscale BioPhotonics, The University of Adelaide, SA 5005, Australia

⁴Future Industries Institute, University of South Australia, Mawson Lakes, SA 5095, Australia

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Linh V. Nguyen, Cuong C. Nguyen, Gustavo Carneiro, Heike Ebendorff-Heidepriem, Stephen C. Warren-Smith. Sensing in the presence of strong noise by deep learning of dynamic multimode fiber interference[J]. Photonics Research, 2021, 9(4): B109

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Paper Information

Special Issue: DEEP LEARNING IN PHOTONICS

Received: Nov. 25, 2020

Accepted: Feb. 3, 2021

Published Online: Apr. 6, 2021

The Author Email: Linh V. Nguyen (linhnguyen.research@gmail.com)

DOI:10.1364/PRJ.415902

Topics

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laser manufacturing

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