Mr. Billel Alla Eddine Bencharif Profile

Billel Alla Eddine Bencharif

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Publications (3)

Proceedings Article | 2 November 2022 Presentation + Paper

Distributed acoustic sensing for fence monitoring: deep learning approach for detection and classification of events on various types of fence

Billel Bencharif, Tayfun Erkorkmaz

Proceedings Volume 12272, 1227205 (2022) https://doi.org/10.1117/12.2638480

KEYWORDS: Data modeling, Acoustics, Convolutional neural networks, Sensors, Light scattering, Fiber optics sensors

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SPIE Journal Paper | 19 April 2022

Parallel implementation of distributed acoustic sensor acquired signals: detection, processing, and classification

Billel Alla Eddine Bencharif, Salih Bayar, Erkan Özkan

JARS, Vol. 16, Issue 02, 024504, (April 2022) https://doi.org/10.1117/12.10.1117/1.JRS.16.024504

KEYWORDS: Acoustics, Sensors, Data modeling, Wavelets, Signal processing, Electronic filtering, Denoising, Signal detection, Signal to noise ratio, Interference (communication)

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Proceedings Article | 8 November 2020 Poster + Paper

Detection of acoustic signals from Distributed Acoustic Sensor data with Random Matrix Theory and their classification using Machine Learning

Billel Alla Eddine Bencharif, Ibrahim Ölçer, Erkan Özkan, Berke Cesur, Cem Aygül

Proceedings Volume 11525, 115251S (2020) https://doi.org/10.1117/12.2581696

KEYWORDS: Acoustics, Signal detection, Sensors, Machine learning, Detection theory, Statistical modeling, Statistical analysis, Reflectometry, Performance modeling, Optical fibers

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