Increased Reach of Long-Haul Transmission using a Constant-Power 4D Format Designed Using Neural Networks

René-Jean Essiambre; Roland Ryf; Murali Kodialam; Bin Chen; Mikael Mazur; Juan I. Bonetti; Riccardo Veronese; Hanzi Huang; Ankit Gupta; Fayçal Aït Aoudia; Ellsworth C. Burrows; Diego F. Grosz; Luca Palmieri; Mathini Sellathurai; Xi Chen; Nicolas K. Fontaine; Haoshuo Chen

doi:10.1109/ECOC48923.2020.9333245

Increased Reach of Long-Haul Transmission using a Constant-Power 4D Format Designed Using Neural Networks

René-Jean Essiambre
, Roland Ryf
, Murali Kodialam
, Bin Chen
, Mikael Mazur
, Juan I. Bonetti
, Riccardo Veronese
, Hanzi Huang
, Ankit Gupta
, Fayçal Aït Aoudia
, Ellsworth C. Burrows
, Diego F. Grosz
, Luca Palmieri
, Mathini Sellathurai
, Xi Chen
, Nicolas K. Fontaine
, Haoshuo Chen

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

16 Citations (Scopus)

Abstract

We demonstrate ultra long-haul transmission of a new four-dimensional (4D) modulation format having low generalized mutual information (GMI) gap to Shannon and designed using neural networks. We experimentally demonstrate an improved transmission distance.

Original language	English
Title of host publication	2020 European Conference on Optical Communications (ECOC)
Publisher	IEEE
ISBN (Electronic)	9781728173610
DOIs	https://doi.org/10.1109/ECOC48923.2020.9333245
Publication status	Published - 4 Feb 2021
Event	46th European Conference on Optical Communications 2020 - Virtual, Brussels, Belgium Duration: 6 Dec 2020 → 10 Dec 2020

Conference

Conference	46th European Conference on Optical Communications 2020
Abbreviated title	ECOC 2020
Country/Territory	Belgium
City	Virtual, Brussels
Period	6/12/20 → 10/12/20

ASJC Scopus subject areas

Computer Networks and Communications
Electronic, Optical and Magnetic Materials
Instrumentation
Atomic and Molecular Physics, and Optics

Access to Document

10.1109/ECOC48923.2020.9333245

Cite this

Essiambre, R.-J., Ryf, R., Kodialam, M., Chen, B., Mazur, M., Bonetti, J. I., Veronese, R., Huang, H., Gupta, A., Aoudia, F. A., Burrows, E. C., Grosz, D. F., Palmieri, L., Sellathurai, M., Chen, X., Fontaine, N. K., & Chen, H. (2021). Increased Reach of Long-Haul Transmission using a Constant-Power 4D Format Designed Using Neural Networks. In 2020 European Conference on Optical Communications (ECOC) Article 9333245 IEEE. https://doi.org/10.1109/ECOC48923.2020.9333245

@inproceedings{d2ebd0d2a81642daa73370130b28a1fb,

title = "Increased Reach of Long-Haul Transmission using a Constant-Power 4D Format Designed Using Neural Networks",

abstract = "We demonstrate ultra long-haul transmission of a new four-dimensional (4D) modulation format having low generalized mutual information (GMI) gap to Shannon and designed using neural networks. We experimentally demonstrate an improved transmission distance.",

author = "Ren{\'e}-Jean Essiambre and Roland Ryf and Murali Kodialam and Bin Chen and Mikael Mazur and Bonetti, \{Juan I.\} and Riccardo Veronese and Hanzi Huang and Ankit Gupta and Aoudia, \{Fay{\c c}al A{\"i}t\} and Burrows, \{Ellsworth C.\} and Grosz, \{Diego F.\} and Luca Palmieri and Mathini Sellathurai and Xi Chen and Fontaine, \{Nicolas K.\} and Haoshuo Chen",

note = "Publisher Copyright: {\textcopyright} 2020 IEEE.; 46th European Conference on Optical Communications 2020, ECOC 2020 ; Conference date: 06-12-2020 Through 10-12-2020",

year = "2021",

month = feb,

day = "4",

doi = "10.1109/ECOC48923.2020.9333245",

language = "English",

booktitle = "2020 European Conference on Optical Communications (ECOC)",

publisher = "IEEE",

address = "United States",

}

Essiambre, R-J, Ryf, R, Kodialam, M, Chen, B, Mazur, M, Bonetti, JI, Veronese, R, Huang, H, Gupta, A, Aoudia, FA, Burrows, EC, Grosz, DF, Palmieri, L, Sellathurai, M, Chen, X, Fontaine, NK & Chen, H 2021, Increased Reach of Long-Haul Transmission using a Constant-Power 4D Format Designed Using Neural Networks. in 2020 European Conference on Optical Communications (ECOC)., 9333245, IEEE, 46th European Conference on Optical Communications 2020, Virtual, Brussels, Belgium, 6/12/20. https://doi.org/10.1109/ECOC48923.2020.9333245

TY - GEN

T1 - Increased Reach of Long-Haul Transmission using a Constant-Power 4D Format Designed Using Neural Networks

AU - Essiambre, René-Jean

AU - Ryf, Roland

AU - Kodialam, Murali

AU - Chen, Bin

AU - Mazur, Mikael

AU - Bonetti, Juan I.

AU - Veronese, Riccardo

AU - Huang, Hanzi

AU - Gupta, Ankit

AU - Aoudia, Fayçal Aït

AU - Burrows, Ellsworth C.

AU - Grosz, Diego F.

AU - Palmieri, Luca

AU - Sellathurai, Mathini

AU - Chen, Xi

AU - Fontaine, Nicolas K.

AU - Chen, Haoshuo

PY - 2021/2/4

Y1 - 2021/2/4

N2 - We demonstrate ultra long-haul transmission of a new four-dimensional (4D) modulation format having low generalized mutual information (GMI) gap to Shannon and designed using neural networks. We experimentally demonstrate an improved transmission distance.

AB - We demonstrate ultra long-haul transmission of a new four-dimensional (4D) modulation format having low generalized mutual information (GMI) gap to Shannon and designed using neural networks. We experimentally demonstrate an improved transmission distance.

UR - https://www.scopus.com/pages/publications/85101162786

U2 - 10.1109/ECOC48923.2020.9333245

DO - 10.1109/ECOC48923.2020.9333245

M3 - Conference contribution

AN - SCOPUS:85101162786

BT - 2020 European Conference on Optical Communications (ECOC)

PB - IEEE

T2 - 46th European Conference on Optical Communications 2020

Y2 - 6 December 2020 through 10 December 2020

ER -

Increased Reach of Long-Haul Transmission using a Constant-Power 4D Format Designed Using Neural Networks

Abstract

Conference

ASJC Scopus subject areas

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