Digital Twin of Optical Networks: A Review of Recent Advances and Future Trends
Digital twin (DT) has revolutionized optical communication networks by enabling their full life-
cycle management, including planning, prediction, optimization, upgrade, and …
cycle management, including planning, prediction, optimization, upgrade, and …
Recalibration Learning: Enabling Universal Transfer of ML Model of Gain and NF for Remote Optically Pumped Amplifiers
A Minakhmetov, B Prieur, M Le Monnier… - 2024 Optical Fiber …, 2024 - ieeexplore.ieee.org
We demonstrate a novel, physical assumptions-based method–recalibration learning, that
transfers Gain and Noise Figure ML models across remote optically pumped amplifiers …
transfers Gain and Noise Figure ML models across remote optically pumped amplifiers …