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IEEE Photonics Technology Letters 29 (19), 1667-1670, 2017
244 2017 Intelligent constellation diagram analyzer using convolutional neural network-based deep learning D Wang, M Zhang, J Li, Z Li, J Li, C Song, X Chen
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241 2017 Failure prediction using machine learning and time series in optical network Z Wang, M Zhang, D Wang, C Song, M Liu, J Li, L Lou, Z Liu
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202 2017 Joint atmospheric turbulence detection and adaptive demodulation technique using the CNN for the OAM-FSO communication J Li, M Zhang, D Wang, S Wu, Y Zhan
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183 2018 Nonlinearity Mitigation Using a Machine Learning Detector Based on -Nearest Neighbors D Wang, M Zhang, M Fu, Z Cai, Z Li, H Han, Y Cui, B Luo
IEEE Photonics Technology Letters 28 (19), 2102-2105, 2016
131 2016 The role of digital twin in optical communication: fault management, hardware configuration, and transmission simulation D Wang, Z Zhang, M Zhang, M Fu, J Li, S Cai, C Zhang, X Chen
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107 2021 Adaptive demodulator using machine learning for orbital angular momentum shift keying J Li, M Zhang, D Wang
IEEE Photonics Technology Letters 29 (17), 1455-1458, 2017
96 2017 Nonlinear decision boundary created by a machine learning-based classifier to mitigate nonlinear phase noise D Wang, M Zhang, Z Li, Y Cui, J Liu, Y Yang, H Wang
2015 European Conference on Optical Communication (ECOC), 1-3, 2015
96 2015 Data-driven optical fiber channel modeling: A deep learning approach D Wang, Y Song, J Li, J Qin, T Yang, M Zhang, X Chen, AC Boucouvalas
Journal of Lightwave Technology 38 (17), 4730-4743, 2020
91 2020 Hierarchical edge cloud enabling network slicing for 5G optical fronthaul C Song, M Zhang, Y Zhan, D Wang, L Guan, W Liu, L Zhang, S Xu
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91 2019 Combatting nonlinear phase noise in coherent optical systems with an optimized decision processor based on machine learning D Wang, M Zhang, Z Cai, Y Cui, Z Li, H Han, M Fu, B Luo
Optics Communications 369, 199-208, 2016
70 2016 Physics‐Informed Neural Network for Nonlinear Dynamics in Fiber Optics X Jiang, D Wang, Q Fan, M Zhang, C Lu, APT Lau
Laser & Photonics Reviews 16 (9), 2100483, 2022
63 2022 Cost-effective and data size–adaptive OPM at intermediated node using convolutional neural network-based image processor D Wang, M Wang, M Zhang, Z Zhang, H Yang, J Li, J Li, X Chen
Optics express 27 (7), 9403-9419, 2019
63 2019 SVM-based detection in visible light communications Y Yuan, M Zhang, P Luo, Z Ghassemlooy, L Lang, D Wang, B Zhang, ...
Optik 151, 55-64, 2017
51 2017 System impairment compensation in coherent optical communications by using a bio-inspired detector based on artificial neural network and genetic algorithm D Wang, M Zhang, Z Li, C Song, M Fu, J Li, X Chen
Optics Communications 399, 1-12, 2017
50 2017 LCoS-based wavelength-selective switch for future finer-grid elastic optical networks capable of all-optical wavelength conversion D Xie, D Wang, M Zhang, Z Liu, Q You, Q Yang, S Yu
IEEE Photonics Journal 9 (2), 1-12, 2017
40 2017 Cloud-edge collaboration in industrial internet of things: A joint offloading scheme based on resource prediction Z Sun, H Yang, C Li, Q Yao, D Wang, J Zhang, AV Vasilakos
IEEE Internet of Things Journal 9 (18), 17014-17025, 2021
39 2021 Low-complexity and nonlinearity-tolerant modulation format identification using random forest Y Zhao, C Shi, D Wang, X Chen, L Wang, T Yang, J Du
IEEE Photonics Technology Letters 31 (11), 853-856, 2019
39 2019 Simultaneous multichannel wavelength multicasting and XOR logic gate multicasting for three DPSK signals based on four-wave mixing in quantum-dot semiconductor optical amplifier J Qin, GW Lu, T Sakamoto, K Akahane, N Yamamoto, D Wang, C Wang, ...
Optics Express 22 (24), 29413-29423, 2014
37 2014 Solving the nonlinear Schrödinger equation in optical fibers using physics-informed neural network X Jiang, D Wang, Q Fan, M Zhang, C Lu, APT Lau
Optical fiber communication conference, M3H. 8, 2021
36 2021