Optics-Informed Fully Convolutional Networks for Enhanced Channel Equalization in High-Speed VCSEL-Based Optical Interconnects

This paper proposes an optics-informed fully convo-lutional network equalizer for high-speed VCSEL-based optical interconnects. The proposed method demonstrates significant performance improvements across different transmission rates and received optical powers.

Authors

Zhaopeng Xu (ORCID: https://orcid.org/0000-0001-6476-9001)
Chuanchuan Yang (ORCID: https://orcid.org/0000-0002-8593-2848)
Hao Qin (ORCID: https://orcid.org/0000-0003-3835-3218)
Jianwei Tang (ORCID: https://orcid.org/0009-0007-6506-0046)
Yuping Zhao (ORCID: https://orcid.org/0000-0003-1199-9318)
Yuting Xu

Institutions

Peking University (CN)
Peking University Shenzhen Hospital (CN)
Peng Cheng Laboratory (CN)

Publication Details

Published: 2024-11-02
DOI: https://doi.org/10.1109/acp/ipoc63121.2024.10809384
Citations: 2
Primary Topic: Semiconductor Lasers and Optical Devices
Type: article
Field-Weighted Citation Impact: 0.42

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article

Optics-Informed Fully Convolutional Networks for Enhanced Channel Equalization in High-Speed VCSEL-Based Optical Interconnects

Zhaopeng Xu, Chuanchuan Yang, Hao Qin, Jianwei Tang et al.

Nov 2, 2024

2 citations

Semiconductor Lasers and Optical Devices

0.42

article

Optics-Informed Fully Convolutional Networks for Enhanced Channel Equalization in High-Speed VCSEL-Based Optical Interconnects

Zhaopeng Xu, Chuanchuan Yang, Hao Qin, Jianwei Tang, Yuping Zhao, Yuting Xu

November 2, 2024article en

2 citations

Abstract

This paper proposes an optics-informed fully convo-lutional network equalizer for high-speed VCSEL-based optical interconnects. The proposed method demonstrates significant performance improvements across different transmission rates and received optical powers.

Peking University (CN), Peking University Shenzhen Hospital (CN), Peng Cheng Laboratory (CN)

Affordable and clean energy

Openalex Percentile: Top 36%

Semiconductor Lasers and Optical Devices

0.42

DOI Source OpenAlex

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