Passive optical networks are a suitable and promising solution for the service delivery network, particularly for data, video, and voice communications. An optical distribution …
This work is focused on creating an open-source software-based solution for monitoring traffic transmitted through gigabit passive optical network. In this case, the data are captured …
S Gosselin, JL Courant, SR Tembo… - … Conference on Optical …, 2017 - ieeexplore.ieee.org
This paper presents insights on the promises of probabilistic modeling and machine learning for fault diagnosis in optical access networks. A Bayesian inference engine, called …
The paper presents the latest research results of gigabit passive optical network analysis using machine learning algorithms. TensorFlow has been used to learn the frames of GPON …
V Oujezsky, V Skorpil, T Horvath - 2019 11th International …, 2019 - ieeexplore.ieee.org
This article presents a technique of gigabit passive optical networks analysis. The frames are captured by FPGA programmable network card and processed with a software parser …
This article deals with transmission convergence layer of gigabit passive optical networks. Transmission convergence layer takes the responsibility for transferring of frames from …
This article presents a design of a database model used to gather and analyze data frames transmitted over gigabit passive optical network (GPON) in the downstream direction. An …
N Merayo, JC Aguado, CM Miguel… - 2017 56th FITCE …, 2017 - ieeexplore.ieee.org
The following topics are dealt with: protocols; telecommunication computing; cloud computing; mean square error methods; 5G mobile communication; optical fibre subscriber …
The next generation passive optical networks (NG-GPON) such as long reach GPON is the future-proof solution to answer the continuous demands for access user bandwidth and …