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Shuyi Shen
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An ultra-reliable MMW/FSO A-RoF system based on coordinated mapping and combining technique for 5G and beyond mobile fronthaul
R Zhang, F Lu, M Xu, S Liu, PC Peng, S Shen, J He, HJ Cho, Q Zhou, ...
Journal of Lightwave Technology 36 (20), 4952-4959, 2018
552018
A novel ANN equalizer to mitigate nonlinear interference in analog-RoF mobile fronthaul
S Liu, YM Alfadhli, S Shen, M Xu, H Tian, GK Chang
IEEE Photonics Technology Letters 30 (19), 1675-1678, 2018
332018
135-GHz D-band 60-Gbps PAM-8 wireless transmission employing a joint DNN equalizer with BP and CMMA
W Zhou, L Zhao, J Zhang, K Wang, J Yu, YW Chen, S Shen, RK Shiu, ...
Journal of Lightwave Technology 38 (14), 3592-3601, 2020
312020
-Gb/s PAM-4 FSO Transmission Based on Polarization Modulation and Direct Detection
R Zhang, PC Peng, X Li, S Liu, Q Zhou, J He, YW Chen, S Shen, S Yao, ...
IEEE Photonics Technology Letters 31 (10), 755-758, 2019
312019
Sub-band pre-distortion for PAPR reduction in spectral efficient 5G mobile fronthaul
F Lu, M Xu, L Cheng, J Wang, S Shen, J Zhang, GK Chang
IEEE Photonics Technology Letters 29 (1), 122-125, 2016
292016
Mitigation of multi-user access impairments in 5G A-RoF-based mobile fronthaul utilizing machine learning for an artificial neural network nonlinear equalizer
S Liu, YM Alfadhli, S Shen, H Tian, GK Chang
Optical Fiber Communication Conference, W4B. 3, 2018
262018
Delay-aware cellular traffic scheduling with deep reinforcement learning
T Zhang, S Shen, S Mao, GK Chang
GLOBECOM 2020-2020 IEEE Global Communications Conference, 1-6, 2020
252020
Multi-IF-over-fiber based mobile fronthaul with blind linearization and flexible dispersion induced bandwidth penalty mitigation
P Li, W Pan, L Huang, X Zou, Y Pan, Q Zhou, YW Chen, PC Peng, S Liu, ...
Journal of Lightwave Technology 37 (4), 1424-1433, 2019
252019
Non-orthogonal uplink services through co-transport of D-RoF/A-RoF in mobile fronthaul
S Yao, YW Chen, SJ Su, Y Alfadhli, S Shen, R Zhang, Q Zhou, GK Chang
Journal of Lightwave Technology 38 (14), 3637-3643, 2020
222020
Enhanced multi-level signal recovery in mobile fronthaul network using DNN decoder
Q Zhou, F Lu, M Xu, PC Peng, S Liu, S Shen, R Zhang, S Yao, ...
IEEE Photonics Technology Letters 30 (17), 1511-1514, 2018
222018
Adaptive digitization and variable channel coding for enhancement of compressed digital mobile fronthaul in PAM-4 optical links
F Lu, M Xu, L Cheng, J Wang, S Shen, HJ Cho, GK Chang
Journal of Lightwave Technology 35 (21), 4714-4720, 2017
222017
Latency performance analysis of low layers function split for URLLC applications in 5G networks
Y Alfadhli, YW Chen, S Liu, S Shen, S Yao, D Guidotti, S Mitani, ...
Computer Networks 162, 106865, 2019
212019
A reliable OFDM-based MMW mobile fronthaul with DSP-aided sub-band spreading and time-confined windowing
YW Chen, S Shen, Q Zhou, S Yao, R Zhang, S Omar, GK Chang
Journal of Lightwave Technology 37 (13), 3236-3243, 2019
212019
Polarization-tracking-free PDM supporting hybrid digital-analog transport for fixed-mobile systems
S Shen, JH Yan, PC Peng, CW Hsu, Q Zhou, S Liu, S Yao, R Zhang, ...
IEEE Photonics Technology Letters 31 (1), 54-57, 2018
212018
Integration of multivariate gaussian mixture model for enhanced pam-4 decoding employing basis expansion
F Lu, PC Peng, S Liu, M Xu, S Shen, GK Chang
Optical Fiber Communication Conference, M2F. 1, 2018
202018
DRL-based channel and latency aware radio resource allocation for 5G service-oriented RoF-mmWave RAN
S Shen, T Zhang, S Mao, GK Chang
Journal of Lightwave Technology 39 (18), 5706-5714, 2021
192021
Performance enhancement of optical comb based microwave photonic filter by machine learning technique
RK Shiu, YW Chen, PC Peng, J Chiu, Q Zhou, TL Chang, S Shen, JW Li, ...
Journal of Lightwave Technology 38 (19), 5302-5310, 2020
162020
Orthogonal and sparse chirp division multiplexing for MMW fiber-wireless integrated systems
F Lu, L Cheng, M Xu, J Wang, S Shen, GK Chang
IEEE Photonics Technology Letters 29 (16), 1316-1319, 2017
152017
Simultaneous nonlinear self-interference cancellation and signal of interest recovery using dual input deep neural network in new radio access networks
Q Zhou, S Shen, YW Chen, R Zhang, J Finkelstein, GK Chang
Journal of Lightwave Technology 39 (7), 2046-2051, 2020
132020
Proactive real-time interference avoidance in a 5G millimeter-wave over fiber mobile fronthaul using SARSA reinforcement learning
Q Zhou, YW Chen, S Shen, Y Kong, M Xu, J Zhang, GK Chang
Optics Letters 44 (17), 4347-4350, 2019
122019
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