activity
20202025
most citedBuilding a digital twin of EDFA: a grey-box modeling approach

23 citations · 42 across the 10 of their papers we have counts for

collaborators

10 papers

physics.optics2025

Assessment of Intra-channel Fiber Nonlinearity Compensation in 200 GBaud and Beyond Coherent Optical Transmission Systems

Zhiyuan Yang, Mengfan Fu, Yihao Zhang +4

In this paper, we investigate and assess the performance of intra-channel nonlinearity compensation (IC-NLC) in long-haul coherent optical transmission systems with a symbol rate o…

eess.SP2024

Multidimensional Voronoi Constellations vs. Short Blocklength Probabilistic Shaping: A Comparison for Multilevel Coding Approach

Yajie Sheng, Bin Chen, Yi Lei +5

Performance of concatenated multilevel coding with probabilistic shaping (PS) and Voronoi constellations (VCs) is analysed over AWGN channel. Numerical results show that VCs provid…

eess.SP2024

Preamble Design for Joint Frame Synchronization, Frequency Offset Estimation, and Channel Estimation in Upstream Burst-mode Detection of Coherent PONs

Yongxin Sun, Hexun Jiang, Yicheng Xu +5

Coherent optics has demonstrated significant potential as a viable solution for achieving 100 Gb/s and higher speeds in single-wavelength passive optical networks (PON). However, u…

eess.SP2023★ 23 cited

Building a digital twin of EDFA: a grey-box modeling approach

Yichen Liu, Xiaomin Liu, Yihao Zhang +6

To enable intelligent and self-driving optical networks, high-accuracy physical layer models are required. The dynamic wavelength-dependent gain effects of non-constant-pump erbium…

eess.SP2023

Multicarrier Modulation-Based Digital Radio-over-Fibre System Achieving Unequal Bit Protection with Over 10 dB SNR Gain

Yicheng Xu, Yixiao Zhu, Xiaobo Zeng +5

We propose a multicarrier modulation-based digital radio-over-fibre system achieving unequal bit protection by bit and power allocation for subcarriers. A theoretical SNR gain of 1…

cs.SD2023

SE-Bridge: Speech Enhancement with Consistent Brownian Bridge

Zhibin Qiu, Mengfan Fu, Fuchun Sun +2

We propose SE-Bridge, a novel method for speech enhancement (SE). After recently applying the diffusion models to speech enhancement, we can achieve speech enhancement by solving a…

physics.optics2022★ 1 cited

Four-dimensional direct detection with Jones space optical full-field recovery

Qi Wu, Yixiao Zhu, Hexun Jiang +4

Data centers, the engines of the global Internet, are supported by massive high-speed optical interconnects. In optical fiber communication, the classic direct detection obtains on…

cs.SD2022

SRTNet: Time Domain Speech Enhancement Via Stochastic Refinement

Zhibin Qiu, Mengfan Fu, Yinfeng Yu +3

Diffusion model, as a new generative model which is very popular in image generation and audio synthesis, is rarely used in speech enhancement. In this paper, we use the diffusion…

eess.SP2021★ 16 cited

An Interpretable Mapping from a Communication System to a Neural Network for Optimal Transceiver-Joint Equalization

Zhiqun Zhai, Hexun Jiang, Mengfan Fu +4

In this paper, we propose a scheme that utilizes the optimization ability of artificial intelligence (AI) for optimal transceiver-joint equalization in compensating for the optical…

eess.SP2020★ 2 cited

Low Complexity Component Nonlinear Distortions Mitigation Scheme for Probabilistically Shaped 64-QAM Signals

Yiwen Wu, Mengfan Fu, Huazhi Lun +3

We propose a degenerated hierarchical look-up table (DH-LUT) scheme to compensate component nonlinearities. For probabilistically shaped 64-QAM signals, it achieves up to 2-dB SNR…