Title
Fiber Fault Monitoring for Passive Optical Network using a Kernel-Based Support Vector Machine
Abstract
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 using fiber Bragg grating (FBG) sensor integrated with machine learning (ML) technology. A kernel-based...
Year
DOI
Venue
2021
10.1109/APCC49754.2021.9609856
2021 26th IEEE Asia-Pacific Conference on Communications (APCC)
Keywords
DocType
ISSN
Passive Optical Network,Support vector Machine,FBG Sensor,GPON
Conference
2163-0771
ISBN
Citations 
PageRank 
978-1-7281-7254-5
0
0.34
References 
Authors
0
4
Name
Order
Citations
PageRank
Auwalu Usman100.34
Nadiatulhuda Zulkifli2153.54
Mohd Rashidi Salim300.68
K. Khairi401.01