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Danshi Wang
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引用次数
引用次数
年份
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
Optics express 25 (15), 17150-17166, 2017
2462017
Modulation format recognition and OSNR estimation using CNN-based deep learning
D Wang, M Zhang, Z Li, J Li, M Fu, Y Cui, X Chen
IEEE Photonics Technology Letters 29 (19), 1667-1670, 2017
2442017
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
Optics Express 25 (16), 18553-18565, 2017
2032017
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
Optics express 26 (8), 10494-10508, 2018
1862018
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
1322016
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
IEEE Communications Magazine 59 (1), 133-139, 2021
1112021
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
992020
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
972015
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
962017
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
Journal of Optical Communications and Networking 11 (4), B60-B70, 2019
932019
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
702016
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
662022
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
632019
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
512017
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
502017
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
432021
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
402017
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
392019
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
372014
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
362021
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