Fiber fault monitoring for passive optical network using a kernel-based support vector machine

• Main Authors: Usman, Auwalu, Zulkifli, Nadiatulhuda, Salim, Mohd. Rashidi, Khairi, Kharina
• Format: Conference or Workshop Item
• Published: 2021
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/96171/; http://dx.doi.org/10.1109/APCC49754.2021.9609856

In order to avoid service level agreement violation in a passive optical network, effective failure detection and localization is of paramount importance for early fault identification. In this paper, we focus on a technique that can be used to detect and identify a failure in the physical layer usi...