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^*

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Citations (Scopus)

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.

Original language	English
Title of host publication	2021 European Conference on Optical Communication, ECOC 2021
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781665438681
DOIs	https://doi.org/10.1109/ECOC52684.2021.9605953
Publication status	Published - 2021
Externally published	Yes
Event	2021 European Conference on Optical Communication, ECOC 2021 - Bordeaux, France Duration: 13 Sept 2021 → 16 Sept 2021

Publication series

Name	2021 European Conference on Optical Communication, ECOC 2021

Conference

Conference	2021 European Conference on Optical Communication, ECOC 2021
Country/Territory	France
City	Bordeaux
Period	13/09/21 → 16/09/21

Access to Document

10.1109/ECOC52684.2021.9605953

Cite this

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. In 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. in 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, France, 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 et al.
2021 European Conference on Optical Communication, ECOC 2021. Institute of Electrical and Electronics Engineers Inc., 2021. (2021 European Conference on Optical Communication, ECOC 2021).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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.

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