A Novel Temporal Dynamic Wavelength Bandwidth Allocation Based on Long-Short-Term-Memory in NG-EPON

A Novel Temporal Dynamic Wavelength Bandwidth Allocation Based on Long-Short-Term-Memory in NG-EPON

Optical networks have undergone a remarkable transformation with the adoption of Artificial Intelligence (AI) techniques such as Machine Learning (ML) and Deep Learning (DL). The Next Generation (NG)-EPON is one such technology that is essential for supporting high-bandwidth applications like 4K vid...

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Bibliographic Details
Main Authors: Andrew Tanny Liem, I-Shyan Hwang, Elaiyasuriyan Ganesan, Semmy Wellem Taju, Green Arther Sandag
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
NG-EPONs
T-DWBA
LSTM
SEBA
system performance
Online Access:https://ieeexplore.ieee.org/document/10195856/

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