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Mengfan Fu
Mengfan Fu
Verified email at sjtu.edu.cn
Title
Cited by
Cited by
Year
AI-based modeling and monitoring techniques for future intelligent elastic optical networks
X Liu, H Lun, M Fu, Y Fan, L Yi, W Hu, Q Zhuge
Applied Sciences 10 (1), 363, 2020
712020
Soft failure identification for long-haul optical communication systems based on one-dimensional convolutional neural network
H Lun, M Fu, X Liu, Y Wu, L Yi, W Hu, Q Zhuge
Journal of Lightwave Technology 38 (11), 2992-2999, 2020
632020
Coherent digital-analog radio-over-fiber (DA-RoF) system with a CPRI-equivalent data rate beyond 1 Tb/s for fronthaul
Y Xu, Q Zhuge, Y Fan, M Fu, Y Zhu, X Zeng, H Jiang, L Yi, W Hu, X Liu
Optics Express 30 (16), 29409-29420, 2022
412022
Point-to-multipoint coherent architecture with joint resource allocation for B5G/6G fronthaul
Y Fan, M Fu, H Jiang, X Liu, Q Liu, Y Xu, L Yi, W Hu, Q Zhuge
IEEE Wireless Communications 29 (2), 100-106, 2022
352022
A GAN based soft failure detection and identification framework for long-haul coherent optical communication systems
H Lun, M Fu, Y Zhang, H Jiang, L Yi, W Hu, Q Zhuge
Journal of Lightwave Technology 41 (8), 2312-2322, 2023
302023
ROADM-induced anomaly localization and evaluation for optical links based on receiver DSP and ML
H Lun, Y Wu, M Cai, X Liu, R Gao, M Fu, L Yi, W Hu, Q Zhuge
Journal of Lightwave Technology 39 (9), 2696-2703, 2021
302021
Parallel bisection-based distribution matching for nonlinearity-tolerant probabilistic shaping in coherent optical communication systems
M Fu, Q Liu, H Lun, H Jiang, Y Wu, X Liu, Z Yang, L Yi, W Hu, Q Zhuge
Journal of Lightwave Technology 39 (20), 6459-6469, 2021
262021
GAN based soft failure detection and identification for long-haul coherent transmission systems
H Lun, X Liu, M Cai, Y Wu, M Fu, L Yi, W Hu, Q Zhuge
2021 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2021
262021
Building a digital twin of an EDFA for optical networks: a gray-box modeling approach
Y Liu, X Liu, Y Zhang, M Cai, M Fu, X Zhong, L Yi, W Hu, Q Zhuge
Journal of Optical Communications and Networking 15 (11), 830-838, 2023
232023
Anomaly localization in optical transmissions based on receiver DSP and artificial neural network
H Lun, X Liu, M Cai, MF Fu, Y Wu, L Yi, W Hu, Q Zhuge
2020 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2020
202020
Multi-dimensional distribution matching with bit-level shaping for probabilistically shaped high order modulation formats
M Fu, Q Liu, Y Xu, H Jiang, X Zeng, Y Wu, L Yi, W Hu, Q Zhuge
Journal of Lightwave Technology 40 (9), 2870-2879, 2022
182022
Transmitter IQ mismatch compensation and monitoring for digital subcarrier-multiplexing systems
Z Zhai, M Fu, L Liu, H Jiang, H Ren, L Yi, W Hu, Q Zhuge
Asia Communications and Photonics Conference, M4A. 319, 2020
172020
Four-dimensional direct detection receiver enabling Jones-space field recovery with phase and polarization diversity
Q Wu, Y Zhu, X Li, H Jiang, C Cheng, M Fu, Y Zhang, Q Zhuge, Z Li, W Hu
Photonics Research 12 (3), 399-410, 2024
162024
An interpretable mapping from a communication system to a neural network for optimal transceiver-joint equalization
Z Zhai, H Jiang, M Fu, L Liu, L Yi, W Hu, Q Zhuge
Journal of Lightwave Technology 39 (17), 5449-5458, 2021
152021
Ultra-fast RSOP tracking via 3 pilot tones for short-distance coherent SCM systems
H Jiang, Z Zhai, X Zeng, M Fu, Y Fan, L Yi, W Hu, Q Zhuge
Optics Express 29 (6), 8076-8086, 2021
152021
Soft failure identification in optical networks based on convolutional neural network
H Lun, Q Zhuge, M Fu, Y Wu, Q Liu, M Cai, X Zeng, W Hu
45th European Conference on Optical Communication (ECOC 2019), 2019
152019
A three-stage training framework for customizing link models for optical networks
X Liu, H Lun, M Fu, Y Fan, L Yi, W Hu, Q Zhuge
2020 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2020
142020
Digital twin modeling and controlling of optical power evolution enabling autonomous-driving optical networks: a Bayesian approach
X Liu, Y Zhang, Y Chen, Y Liu, M Cai, Q Qiu, M Fu, L Yi, W Hu, Q Zhuge
Advanced Photonics 6 (2), 026006-026006, 2024
132024
Subcarrier-pairing entropy loading for digital subcarrier-multiplexing systems with colored-SNR distributions
Q Liu, M Fu, H Jiang, H Ren, M Cai, X Zeng, H Lun, L Yi, W Hu, Q Zhuge
Optics Express 29 (18), 28852-28863, 2021
122021
Low-complexity triplet-correlative perturbative fiber nonlinearity compensation for long-haul optical transmission
M Fu, Y Wu, Z Yang, H Lun, X Zeng, L Yi, W Hu, Q Zhuge
Journal of Lightwave Technology 40 (16), 5416-5425, 2022
112022
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Articles 1–20