research
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05/12/2023
QoT estimation using EGN-assisted machine learning for multi-period network planning
The rapidly growing traffic demands in fiber-optical networks require fl...
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05/12/2023
Multi-Wavelength Transponders for High-capacity Optical Networks: A Physical-layer-aware Network Planning Study
Continued cost- and power-efficient capacity scaling in optical networks...
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02/16/2023
Comparison of Single-Wavelength and Multi-Wavelength Transponders in a Physical-layer-aware Network Planning Study
Based on suitable system architectures and realistic specifications, tra...
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02/16/2023
Experimental Demonstration of ML-Based DWDM System Margin Estimation
SNR margins between partially and fully loaded DWDM systems are estimate...
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12/07/2021
A QoT Estimation Method using EGN-assisted Machine Learning for Network Planning Applications
An ML model based on precomputed per-channel SCI is proposed. Due to its...
research
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12/07/2021