Determination of optimized sleep interval for 10 gigabit-passive optical network using learning intelligence

• Main Authors: M. Zin, Affida, Idrus, Sevia Mahdaliza, Ismail, Nur Asfahani, Ramli, Arnidza, Mohd. Atan, Fadila
• Format: Article
• Language: English
• Published: Institute of Advanced Engineering and Science 2022
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/99415/1/SeviaMahdalizaIdrus2022_DeterminationofOptimizedSleepIntervalfor10Gigabit.pdf; http://eprints.utm.my/id/eprint/99415/; http://dx.doi.org/10.11591/ijece.v12i3.pp2663-2671
• Institution: Universiti Teknologi Malaysia

The overall aim of this project is to investigate the application of a machine learning method in finding the optimized length of asleep time interval (TAS) in a cyclic sleep mechanism (CSM). Since past decade, the implementations of CSM in the optical network unit (ONU) to reduce the energy consump...