645-Gbit/s/carrier PS-16QAM WDM Coherent Transmission over 6,800 km Using Modified LSTM Nonlinear Equalizer

Miao Kong; Bohan Sang; Chen Wang; Bo Liu; Xiangjun Xin; Wen Zhou; Bing Ye; Jianjun Yu

doi:10.1109/ECOC52684.2021.9605953

645-Gbit/s/carrier PS-16QAM WDM Coherent Transmission over 6,800 km Using Modified LSTM Nonlinear Equalizer

Miao Kong, Bohan Sang, Chen Wang, Bo Liu, Xiangjun Xin, Wen Zhou, Bing Ye, Jianjun Yu^*

^*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

3 引用（Scopus）

摘要

We experimentally demonstrated a 645-Gbit/s/carrier WDM coherent transmission over 6,800-km based on 106-Gbaud PS-16QAM by utilizing modified PS-suitable LSTM-NLE. Our results show that 55% reach improvement is obtained by LSTM-NLE. We also compared performance and computational complexity of LSTM-NLE, Bi-LSTM-NLE and VNLE.

源语言	英语
主期刊名	2021 European Conference on Optical Communication, ECOC 2021
出版商	Institute of Electrical and Electronics Engineers Inc.
ISBN（电子版）	9781665438681
DOI	https://doi.org/10.1109/ECOC52684.2021.9605953
出版状态	已出版 - 2021
已对外发布	是
活动	2021 European Conference on Optical Communication, ECOC 2021 - Bordeaux, 法国期限: 13 9月 2021 → 16 9月 2021

出版系列

姓名	2021 European Conference on Optical Communication, ECOC 2021

会议

会议	2021 European Conference on Optical Communication, ECOC 2021
国家/地区	法国
市	Bordeaux
时期	13/09/21 → 16/09/21

访问文件

10.1109/ECOC52684.2021.9605953

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链接到 Scopus 的出版物

引用此

Kong, M., Sang, B., Wang, C., Liu, B., Xin, X., Zhou, W., Ye, B., & Yu, J. (2021). 645-Gbit/s/carrier PS-16QAM WDM Coherent Transmission over 6,800 km Using Modified LSTM Nonlinear Equalizer. 在 2021 European Conference on Optical Communication, ECOC 2021 (2021 European Conference on Optical Communication, ECOC 2021). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ECOC52684.2021.9605953

@inproceedings{6760d3a280054a1381c5732a00d8260c,

title = "645-Gbit/s/carrier PS-16QAM WDM Coherent Transmission over 6,800 km Using Modified LSTM Nonlinear Equalizer",

abstract = "We experimentally demonstrated a 645-Gbit/s/carrier WDM coherent transmission over 6,800-km based on 106-Gbaud PS-16QAM by utilizing modified PS-suitable LSTM-NLE. Our results show that 55% reach improvement is obtained by LSTM-NLE. We also compared performance and computational complexity of LSTM-NLE, Bi-LSTM-NLE and VNLE.",

author = "Miao Kong and Bohan Sang and Chen Wang and Bo Liu and Xiangjun Xin and Wen Zhou and Bing Ye and Jianjun Yu",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 2021 European Conference on Optical Communication, ECOC 2021 ; Conference date: 13-09-2021 Through 16-09-2021",

year = "2021",

doi = "10.1109/ECOC52684.2021.9605953",

language = "English",

series = "2021 European Conference on Optical Communication, ECOC 2021",

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

booktitle = "2021 European Conference on Optical Communication, ECOC 2021",

address = "United States",

}

Kong, M, Sang, B, Wang, C, Liu, B, Xin, X, Zhou, W, Ye, B & Yu, J 2021, 645-Gbit/s/carrier PS-16QAM WDM Coherent Transmission over 6,800 km Using Modified LSTM Nonlinear Equalizer. 在 2021 European Conference on Optical Communication, ECOC 2021. 2021 European Conference on Optical Communication, ECOC 2021, Institute of Electrical and Electronics Engineers Inc., 2021 European Conference on Optical Communication, ECOC 2021, Bordeaux, 法国, 13/09/21. https://doi.org/10.1109/ECOC52684.2021.9605953

645-Gbit/s/carrier PS-16QAM WDM Coherent Transmission over 6,800 km Using Modified LSTM Nonlinear Equalizer. / Kong, Miao; Sang, Bohan; Wang, Chen 等.
2021 European Conference on Optical Communication, ECOC 2021. Institute of Electrical and Electronics Engineers Inc., 2021. (2021 European Conference on Optical Communication, ECOC 2021).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - 645-Gbit/s/carrier PS-16QAM WDM Coherent Transmission over 6,800 km Using Modified LSTM Nonlinear Equalizer

AU - Kong, Miao

AU - Sang, Bohan

AU - Wang, Chen

AU - Liu, Bo

AU - Xin, Xiangjun

AU - Zhou, Wen

AU - Ye, Bing

AU - Yu, Jianjun

PY - 2021

Y1 - 2021

N2 - We experimentally demonstrated a 645-Gbit/s/carrier WDM coherent transmission over 6,800-km based on 106-Gbaud PS-16QAM by utilizing modified PS-suitable LSTM-NLE. Our results show that 55% reach improvement is obtained by LSTM-NLE. We also compared performance and computational complexity of LSTM-NLE, Bi-LSTM-NLE and VNLE.

AB - We experimentally demonstrated a 645-Gbit/s/carrier WDM coherent transmission over 6,800-km based on 106-Gbaud PS-16QAM by utilizing modified PS-suitable LSTM-NLE. Our results show that 55% reach improvement is obtained by LSTM-NLE. We also compared performance and computational complexity of LSTM-NLE, Bi-LSTM-NLE and VNLE.

UR - http://www.scopus.com/inward/record.url?scp=85123176135&partnerID=8YFLogxK

U2 - 10.1109/ECOC52684.2021.9605953

DO - 10.1109/ECOC52684.2021.9605953

M3 - Conference contribution

AN - SCOPUS:85123176135

T3 - 2021 European Conference on Optical Communication, ECOC 2021

BT - 2021 European Conference on Optical Communication, ECOC 2021

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2021 European Conference on Optical Communication, ECOC 2021

Y2 - 13 September 2021 through 16 September 2021

ER -

Kong M, Sang B, Wang C, Liu B, Xin X, Zhou W 等. 645-Gbit/s/carrier PS-16QAM WDM Coherent Transmission over 6,800 km Using Modified LSTM Nonlinear Equalizer. 在 2021 European Conference on Optical Communication, ECOC 2021. Institute of Electrical and Electronics Engineers Inc. 2021. (2021 European Conference on Optical Communication, ECOC 2021). doi: 10.1109/ECOC52684.2021.9605953

645-Gbit/s/carrier PS-16QAM WDM Coherent Transmission over 6,800 km Using Modified LSTM Nonlinear Equalizer

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会议

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