Search Results for author: Xiaomin Liu

Found 4 papers, 0 papers with code

A Grey-box Launch-profile Aware Model for C+L Band Raman Amplification

no code implementations24 Jun 2022 Yihao Zhang, Xiaomin Liu, Yichen Liu, Lilin Yi, Weisheng Hu, Qunbi Zhuge

Based on the physical features of Raman amplification, we propose a three-step modelling scheme based on neural networks (NN) and linear regression.


A Data-Fusion-Assisted Telemetry Layer for Autonomous Optical Networks

no code implementations24 Nov 2020 Xiaomin Liu, Huazhi Lun, Ruoxuan Gao, Meng Cai, Lilin Yi, Weisheng Hu, Qunbi Zhuge

For further improving the capacity and reliability of optical networks, a closed-loop autonomous architecture is preferred.

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