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 | 48 | 2020 |
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 | 46 | 2020 |
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 | 19 | 2022 |
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 | 17 | 2022 |
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 | 17 | 2021 |
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 | 14 | 2021 |
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 | 13 | 2020 |
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 | 12 | 2021 |
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 | 12 | 2020 |
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), 1-3, 2019 | 11 | 2019 |
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 | 10 | 2021 |
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 | 10 | 2021 |
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 | 9 | 2022 |
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 | 8 | 2020 |
Fiber nonlinearity mitigation and compensation for capacity-approaching optical transmission systems Q Zhuge, M Fu, H Lun, X Liu, W Hu 2019 Asia Communications and Photonics Conference (ACP), 1-3, 2019 | 8 | 2019 |
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 | 7 | 2021 |
Machine learning based fiber nonlinear noise monitoring for subcarrier-multiplexing systems X Liu, H Lun, M Fu, L Yi, W Hu, Q Zhuge 2020 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2020 | 7 | 2020 |
Frequency-offset-tolerant optical frequency comb-based coherent transmission for intra-datacenter interconnections X Zeng, H Ren, M Fu, H Jiang, L Yi, W Hu, Q Zhuge Optics Express 29 (11), 17522-17533, 2021 | 6 | 2021 |
Pilot-aided self-phase modulation noise monitoring based on artificial neural network M Cai, Q Zhuge, H Lun, M Fu, L Yi, W Hu Asia Communications and Photonics Conference, M4A. 9, 2019 | 6 | 2019 |
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 | 5 | 2023 |