Blind MIMO Vector-Quantized Variational Autoencoder Equalizer for Free-Space Coherent Optical Transmission

We propose a novel blind MIMO vector-quantized variational autoencoder equalizer for free-space coherent optical transmission in turbulence channel. The method is shown to simultaneously achieve better time-varying error correction performance and mitigate the IQ skew in the receiver side.

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Publication Details

Published
2025-01-01
DOI
https://doi.org/10.1364/ofc.2025.w4f.4
Primary Topic
Optical Network Technologies
Type
article
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article

Blind MIMO Vector-Quantized Variational Autoencoder Equalizer for Free-Space Coherent Optical Transmission

Ziqi Tang, Guojin Qin, Nan Chi, Jianyang Shi et al.
Optical Network Technologies
article

Blind MIMO Vector-Quantized Variational Autoencoder Equalizer for Free-Space Coherent Optical Transmission

Ziqi Tang, Guojin Qin, Nan Chi, Jianyang Shi, Yingjun Zhou, Yuan Wei, Junwen Zhang
article en

Abstract

We propose a novel blind MIMO vector-quantized variational autoencoder equalizer for free-space coherent optical transmission in turbulence channel. The method is shown to simultaneously achieve better time-varying error correction performance and mitigate the IQ skew in the receiver side.

Fudan University (CN), Shanghai Micro Satellite Engineering Center (CN), Peng Cheng Laboratory (CN)
Openalex Percentile: Top 90%
Optical Network Technologies
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