Mengfan Fu

AI-Based Modeling and Monitoring Techniques for Future Intelligent Elastic Optical Networks

Xiaomin Liu, Huazhi Lun, Mengfan Fu et al. · Applied Sciences · 2020 · 58 citations · Full text

Artificial Intelligence, Autonomous Network, Engineering +21

Soft Failure Identification for Long-haul Optical Communication Systems Based on One-dimensional Convolutional Neural Network

Huazhi Lun, Mengfan Fu, Xiaomin Liu et al. · Journal of Lightwave Technology · 2020 · 47 citations · Full text

Convolutional Neural Network, Reliability Engineering, Engineering +14

Coherent digital-analog radio-over-fiber (DA-RoF) system with a CPRI-equivalent data rate beyond 1 Tb/s for fronthaul

Yicheng Xu, Qunbi Zhuge, Yunyun Fan et al. · Optics Express · 2022 · 38 citations · Full text

Coherent Da-rof System, Wireless Communications, Multi-carrier Communication +13

Point-to-Multipoint Coherent Architecture with Joint Resource Allocation for B5G/6G Fronthaul

Yunyun Fan, Mengfan Fu, Hexun Jiang et al. · IEEE Wireless Communications · 2022 · 31 citations

Engineering, Computer Architecture, 6G +16

ROADM-Induced Anomaly Localization and Evaluation for Optical Links Based on Receiver DSP and ML

Huazhi Lun, Yiwen Wu, Meng Cai et al. · Journal of Lightwave Technology · 2021 · 24 citations

Engineering, Machine Learning, Fault Forecasting +16