Fast and High-Robustness Adaptive Digital Back-Propagation for Fiber Nonlinearity Compensation

Yi Liu; Mingqing Zuo; Dong Wang; Zhengyang Xie; Xin Zhao; Zheng Zheng; Shan Cao; Yunbo Li; Dechao Zhang; Han Li

doi:10.1109/ACP/POEM59049.2023.10369011

Fast and High-Robustness Adaptive Digital Back-Propagation for Fiber Nonlinearity Compensation

Yi Liu
, Mingqing Zuo
, Dong Wang
, Zhengyang Xie
, Xin Zhao
, Zheng Zheng
, Shan Cao
, Yunbo Li
, Dechao Zhang
, Han Li

School of Electronic and Information Engineering

Beihang University
Department of Fundamental Network Technology

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

1 Scopus citations

Abstract

RMSProp-based digital back-propagation is proposed for blind nonlinearity compensation. Compared with conventional method, 69.8% reduction in complexity and at least 46.1% improvement in robustness are demonstrated in a simulation of 2000-km 69-GBd DP-16QAM transmission.

Original language	English
Title of host publication	2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9798350312614
DOIs	https://doi.org/10.1109/ACP/POEM59049.2023.10369011
State	Published - 2023
Event	2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023 - Wuhan, China Duration: 4 Nov 2023 → 7 Nov 2023

Publication series

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

Conference

Conference	2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023
Country/Territory	China
City	Wuhan
Period	4/11/23 → 7/11/23

Keywords

Fiber nonlinearity compensation
coherent optical transmission system
digital back-propagation (DBP)

Access to Document

10.1109/ACP/POEM59049.2023.10369011

Cite this

Liu, Y., Zuo, M., Wang, D., Xie, Z., Zhao, X., Zheng, Z., Cao, S., Li, Y., Zhang, D., & Li, H. (2023). Fast and High-Robustness Adaptive Digital Back-Propagation for Fiber Nonlinearity Compensation. In 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/POEM59049.2023.10369011

Liu, Yi ; Zuo, Mingqing ; Wang, Dong et al. / Fast and High-Robustness Adaptive Digital Back-Propagation for Fiber Nonlinearity Compensation. 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{9fd2787a0f904be280fedd1f044d238f,

title = "Fast and High-Robustness Adaptive Digital Back-Propagation for Fiber Nonlinearity Compensation",

abstract = "RMSProp-based digital back-propagation is proposed for blind nonlinearity compensation. Compared with conventional method, 69.8\% reduction in complexity and at least 46.1\% improvement in robustness are demonstrated in a simulation of 2000-km 69-GBd DP-16QAM transmission.",

keywords = "Fiber nonlinearity compensation, coherent optical transmission system, digital back-propagation (DBP)",

author = "Yi Liu and Mingqing Zuo and Dong Wang and Zhengyang Xie and Xin Zhao and Zheng Zheng and Shan Cao and Yunbo Li and Dechao Zhang and Han Li",

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/POEM59049.2023.10369011",

language = "英语",

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 = "美国",

}

Liu, Y, Zuo, M, Wang, D, Xie, Z, Zhao, X , Zheng, Z, Cao, S, Li, Y, Zhang, D & Li, H 2023, Fast and High-Robustness Adaptive Digital Back-Propagation for Fiber Nonlinearity Compensation. in 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, China, 4/11/23. https://doi.org/10.1109/ACP/POEM59049.2023.10369011

Fast and High-Robustness Adaptive Digital Back-Propagation for Fiber Nonlinearity Compensation. / Liu, Yi; Zuo, Mingqing; Wang, Dong et al.
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).

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

TY - GEN

T1 - Fast and High-Robustness Adaptive Digital Back-Propagation for Fiber Nonlinearity Compensation

AU - Liu, Yi

AU - Zuo, Mingqing

AU - Wang, Dong

AU - Xie, Zhengyang

AU - Zhao, Xin

AU - Zheng, Zheng

AU - Cao, Shan

AU - Li, Yunbo

AU - Zhang, Dechao

AU - Li, Han

PY - 2023

Y1 - 2023

N2 - RMSProp-based digital back-propagation is proposed for blind nonlinearity compensation. Compared with conventional method, 69.8% reduction in complexity and at least 46.1% improvement in robustness are demonstrated in a simulation of 2000-km 69-GBd DP-16QAM transmission.

AB - RMSProp-based digital back-propagation is proposed for blind nonlinearity compensation. Compared with conventional method, 69.8% reduction in complexity and at least 46.1% improvement in robustness are demonstrated in a simulation of 2000-km 69-GBd DP-16QAM transmission.

KW - Fiber nonlinearity compensation

KW - coherent optical transmission system

KW - digital back-propagation (DBP)

UR - https://www.scopus.com/pages/publications/85183293258

U2 - 10.1109/ACP/POEM59049.2023.10369011

DO - 10.1109/ACP/POEM59049.2023.10369011

M3 - 会议稿件

AN - SCOPUS:85183293258

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 -

Liu Y, Zuo M, Wang D, Xie Z, Zhao X , Zheng Z et al. Fast and High-Robustness Adaptive Digital Back-Propagation for Fiber Nonlinearity Compensation. In 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/POEM59049.2023.10369011

Fast and High-Robustness Adaptive Digital Back-Propagation for Fiber Nonlinearity Compensation

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