Selective BTEX Sensing with Laser Absorption and DNNs

Mhanna Mhanna; Mohamed Sy; Aamir Farooq

doi:10.1364/SENSORS.2021.SF1A.4

OSA Optical Sensors and Sensing Congress 2021 (AIS, FTS, HISE, SENSORS, ES)
OSA Technical Digest (Optica Publishing Group, 2021),
paper SF1A.4
•https://doi.org/10.1364/SENSORS.2021.SF1A.4

Selective BTEX Sensing with Laser Absorption and DNNs

Mhanna Mhanna, Mohamed Sy, and Aamir Farooq

Optical Sensors 2021

Washington, DC United States
19–23 July 2021
ISBN: 978-1-943580-90-3

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Laser II (SF1A)

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M. Mhanna, M. Sy, and A. Farooq, "Selective BTEX Sensing with Laser Absorption and DNNs," in OSA Optical Sensors and Sensing Congress 2021 (AIS, FTS, HISE, SENSORS, ES), S. Buckley, F. Vanier, S. Shi, K. Walker, I. Coddington, S. Paine, K. Lok Chan, W. Moses, S. Qian, P. Pellegrino, F. Vollmer, G. , J. Jágerská, R. Menzies, L. Emmenegger, and J. Westberg, eds., OSA Technical Digest (Optica Publishing Group, 2021), paper SF1A.4.

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Abstract

Selective and simultaneous BTEX measurements are performed utilizing a 3.3 µm DFB- ICL. The sensor is based on wavelength tuning and deep neural networks (DNNs) to distinguish the broadband absorbance spectra of BTEX species.

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