Wasserstein Autoencoder Based End-to-End Learning Strategy of Geometric Shaping for an OAM Mode Division Multiplexing IM/DD Transmission

Zhaohui Cheng, Ran Gao*, Qi Xu, Fei Wang, Yi Cui, Xiangjun Xin

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

We propose a Wasserstein Autoencoder based end-to-end geometric shaping scheme for IM/DD OAM-MDM optical fiber communication system. Compared with traditional autoencoder, the BER decreased by up to 28% and 33% with two OAM modes.

源语言英语
主期刊名2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023
出版商Institute of Electrical and Electronics Engineers Inc.
ISBN(电子版)9798350312614
DOI
出版状态已出版 - 2023
活动2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023 - Wuhan, 中国
期限: 4 11月 20237 11月 2023

出版系列

姓名2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023

会议

会议2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023
国家/地区中国
Wuhan
时期4/11/237/11/23

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引用此

Cheng, Z., Gao, R., Xu, Q., Wang, F., Cui, Y., & Xin, X. (2023). Wasserstein Autoencoder Based End-to-End Learning Strategy of Geometric Shaping for an OAM Mode Division Multiplexing IM/DD Transmission. 在 2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023 (2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ACP/POEM59049.2023.10369924