Neural Hierarchical Network Based Channel Emulator for IM/DD OAM Mode Division Multiplexing Optical Fiber Communication System

Fulin Yang; Ran Gao; Qi Xu; Fei Wang; Qi Zhang; Xiangjun Xin

doi:10.1109/ACP/POEM59049.2023.10369399

Neural Hierarchical Network Based Channel Emulator for IM/DD OAM Mode Division Multiplexing Optical Fiber Communication System

Fulin Yang, Ran Gao^*, Qi Xu, Fei Wang, Qi Zhang, Xiangjun Xin

^*此作品的通讯作者

信息与电子学院

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 and experimentally demonstrate a novel channel emulator based on neural hierarchical network for OAM-MDM system. Compared with CGAN emulator, it improves the modeling accuracy by 34.5% and 35.3% for two OAM modes, respectively.

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	https://doi.org/10.1109/ACP/POEM59049.2023.10369399
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 2023 → 7 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
市	Wuhan
时期	4/11/23 → 7/11/23

访问文件

10.1109/ACP/POEM59049.2023.10369399

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链接到 Scopus 的出版物

引用此

Yang, F., Gao, R., Xu, Q., Wang, F., Zhang, Q., & Xin, X. (2023). Neural Hierarchical Network Based Channel Emulator for IM/DD OAM Mode Division Multiplexing Optical Fiber Communication System. 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/POEM59049.2023.10369399

Yang, Fulin ; Gao, Ran ; Xu, Qi 等. / Neural Hierarchical Network Based Channel Emulator for IM/DD OAM Mode Division Multiplexing Optical Fiber Communication System. 2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023. Institute of Electrical and Electronics Engineers Inc., 2023. (2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023).

@inproceedings{8db3842a3dd34f92a361417eb3a66092,

title = "Neural Hierarchical Network Based Channel Emulator for IM/DD OAM Mode Division Multiplexing Optical Fiber Communication System",

abstract = "We propose and experimentally demonstrate a novel channel emulator based on neural hierarchical network for OAM-MDM system. Compared with CGAN emulator, it improves the modeling accuracy by 34.5% and 35.3% for two OAM modes, respectively.",

keywords = "Neural hierarchical network, OAM, nonlinear channel emulator",

author = "Fulin Yang and Ran Gao and Qi Xu and Fei Wang and Qi Zhang and Xiangjun Xin",

note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023 ; Conference date: 04-11-2023 Through 07-11-2023",

year = "2023",

doi = "10.1109/ACP/POEM59049.2023.10369399",

language = "English",

series = "2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023",

address = "United States",

}

Yang, F, Gao, R, Xu, Q, Wang, F, Zhang, Q & Xin, X 2023, Neural Hierarchical Network Based Channel Emulator for IM/DD OAM Mode Division Multiplexing Optical Fiber Communication System. 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., 2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023, Wuhan, 中国, 4/11/23. https://doi.org/10.1109/ACP/POEM59049.2023.10369399

Neural Hierarchical Network Based Channel Emulator for IM/DD OAM Mode Division Multiplexing Optical Fiber Communication System. / Yang, Fulin; Gao, Ran; Xu, Qi 等.
2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023. Institute of Electrical and Electronics Engineers Inc., 2023. (2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - Neural Hierarchical Network Based Channel Emulator for IM/DD OAM Mode Division Multiplexing Optical Fiber Communication System

AU - Yang, Fulin

AU - Gao, Ran

AU - Xu, Qi

AU - Wang, Fei

AU - Zhang, Qi

AU - Xin, Xiangjun

PY - 2023

Y1 - 2023

N2 - We propose and experimentally demonstrate a novel channel emulator based on neural hierarchical network for OAM-MDM system. Compared with CGAN emulator, it improves the modeling accuracy by 34.5% and 35.3% for two OAM modes, respectively.

AB - We propose and experimentally demonstrate a novel channel emulator based on neural hierarchical network for OAM-MDM system. Compared with CGAN emulator, it improves the modeling accuracy by 34.5% and 35.3% for two OAM modes, respectively.

KW - Neural hierarchical network

KW - OAM

KW - nonlinear channel emulator

UR - http://www.scopus.com/inward/record.url?scp=85183310800&partnerID=8YFLogxK

U2 - 10.1109/ACP/POEM59049.2023.10369399

DO - 10.1109/ACP/POEM59049.2023.10369399

M3 - Conference contribution

AN - SCOPUS:85183310800

T3 - 2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023

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

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023

Y2 - 4 November 2023 through 7 November 2023

ER -

Yang F, Gao R, Xu Q, Wang F, Zhang Q, Xin X. Neural Hierarchical Network Based Channel Emulator for IM/DD OAM Mode Division Multiplexing Optical Fiber Communication System. 在 2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023. Institute of Electrical and Electronics Engineers Inc. 2023. (2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023). doi: 10.1109/ACP/POEM59049.2023.10369399

Neural Hierarchical Network Based Channel Emulator for IM/DD OAM Mode Division Multiplexing Optical Fiber Communication System

摘要

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