Hybrid CNN-Ensemble Framework for Intelligent Optical Fiber Fault Detection and Diagnosis

Hybrid CNN-Ensemble Framework for Intelligent Optical Fiber Fault Detection and Diagnosis

Ensuring the integrity and reliability of optical fiber networks is essential for modern global communication systems, as faults such as fiber cuts, malicious tapping, and connector degradation can result in significant service disruptions and security vulnerabilities. Traditional fault detection me...

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Bibliographic Details
Main Authors: Salem Titouni, Idris Messaoudene, Yassine Himeur, Omar Alnaseri, Farouk Chetouah, Boualem Hammache, Massinissa Belazzoug, Shadi Atalla, Wathiq Mansoor
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Open Journal of the Communications Society
Subjects:
Optical fiber
OTDR
CNN
ensemble learning
fault detection and diagnosis
Online Access:https://ieeexplore.ieee.org/document/11045146/
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