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20212025
most citedHigh-Cardinality Hybrid Shaping for 4D Modulation Formats in Optical Communications Optimized via End-to-End Learning

11 citations · 12 across the 5 of their papers we have counts for

collaborators

5 papers

eess.SP2025

A General Nonlinear Model for Arbitrary Modulation Formats in the Presence of Inter-Channel Simulated Raman Scattering

Zhiwei Liang, Bin Chen, Jiwei Xu +4

The four-dimensional nonlinear model is extended to include the inter-channel stimulated Raman scattering, enabling accurate prediction of dual-polarization four-dimensional modula…

eess.SP2023

On the Performance of Multidimensional Constellation Shaping for Linear and Nonlinear Optical Fiber Channel

Bin Chen, Zhiwei Liang, Shen Li +3

Multidimensional constellation shaping of up to 32 dimensions with different spectral efficiencies are compared through AWGN and fiber-optic simulations. The results show that no c…

eess.SP20221 cited

Analytical SNR Prediction in Long-Haul Optical Transmission using General Dual-Polarization 4D Formats

Zhiwei Liang, Bin Chen, Yi Lei +2

Nonlinear interference models for dual-polarization 4D (DP-4D) modulation have only been used so far to predict signal-signal nonlinear interference. We show that including the sig…

eess.SP2021

Shaped Four-Dimensional Modulation Formats for Optical Fiber Communication Systems

Bin Chen, Gabriele Liga, Yi Lei +4

We review the design of multidimensional modulations by maximizing generalized mutual information and compare the maximum transmission reach of recently introduced 4D formats. A mo…

eess.SP202111 cited

High-Cardinality Hybrid Shaping for 4D Modulation Formats in Optical Communications Optimized via End-to-End Learning

Vinícius Oliari, Boris Karanov, Sebastiaan Goossens +6

In this paper we carry out a joint optimization of probabilistic (PS) and geometric shaping (GS) for four-dimensional (4D) modulation formats in long-haul coherent wavelength divis…