A QoT Estimation Method using EGN-assisted Machine Learning for Network Planning Applications

Author:

Muller Jasper,Patri Sai Kireet,Fehenberger Tobias,Mas-Machuca Carmen,Griesser Helmut,Elbers Jorg-Peter

Publisher

IEEE

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Effective Impact of Modulation on Interchannel Nonlinear Effects in Realistic Submarine Links with Commercial Transceivers;2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings (ACP/POEM);2023-11-04

2. Multi-layer optimization for QKD and key management networks;Journal of Optical Communications and Networking;2023-10-31

3. Deep Neural Network-Based QoT Estimation for SMF and FMF Links;Journal of Lightwave Technology;2023-03-15

4. QoT estimation using EGN-assisted machine learning for multi-period network planning;Journal of Optical Communications and Networking;2022-11-29

5. KerrNet: Artificial Neural Networks to Speed up Perturbation Analysis-Based Models by Five Orders of Magnitude;2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC);2022-07-03

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