Strain FBG-Based Sensor for Detecting Fence Intruders Using Machine Learning and Adaptive Thresholding

Strain FBG-Based Sensor for Detecting Fence Intruders Using Machine Learning and Adaptive Thresholding

This paper demonstrates an intruder detection system using a strain-based optical fiber Bragg grating (FBG), machine learning (ML), and adaptive thresholding to classify the intruder as no intruder, intruder, or wind at low levels of signal-to-noise ratio. We demonstrate the intruder detection syste...

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Bibliographic Details
Main Authors: Ahmad Elleathy, Faris Alhumaidan, Mohammed Alqahtani, Ahmed S. Almaiman, Amr M. Ragheb, Ahmed B. Ibrahim, Jameel Ali, Maged A. Esmail, Saleh A. Alshebeili
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Sensors
Subjects:
fiber Bragg grating
optical sensing
adaptive thresholding
linear discriminant analysis
logistic regression
machine learning
Online Access:https://www.mdpi.com/1424-8220/23/11/5015

Internet

https://www.mdpi.com/1424-8220/23/11/5015

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