Rate adaptive geometric constellation shaping using autoencoders and many-to-one mapping

M. P. Yankov; O. Jovanovic; D. Zibar; F. Da Ros

doi:10.1049/icp.2023.1835

Rate adaptive geometric constellation shaping using autoencoders and many-to-one mapping

M. P. Yankov
, O. Jovanovic
, D. Zibar
, F. Da Ros

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

Abstract

A many-to-one mapping geometric constellation shaping scheme is proposed with a fixed modulation format, fixed FEC engine and rate adaptation with an arbitrarily small step. An autoencoder is used to optimize the labelings and constellation points' positions.

Original language	English
Title of host publication	Proceedings of 49^th European Conference on Optical Communications
Publisher	IEEE
Publication date	5 Oct 2023
Pages	13-16
Article number	10510380
ISBN (Print)	978-1-83953-926-8
DOIs	https://doi.org/10.1049/icp.2023.1835
Publication status	Published - 5 Oct 2023
Event	49^th European Conference on Optical Communications - Scottish Event Campus, Glasgow , United Kingdom Duration: 1 Oct 2023 → 5 Oct 2023 Conference number: 49

Conference

Conference	49^th European Conference on Optical Communications
Number	49
Location	Scottish Event Campus
Country/Territory	United Kingdom
City	Glasgow
Period	01/10/2023 → 05/10/2023

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@inproceedings{fd951e20c65b4853a76c0415077c8738,

title = "Rate adaptive geometric constellation shaping using autoencoders and many-to-one mapping",

abstract = "A many-to-one mapping geometric constellation shaping scheme is proposed with a fixed modulation format, fixed FEC engine and rate adaptation with an arbitrarily small step. An autoencoder is used to optimize the labelings and constellation points' positions.",

author = "Yankov, \{M. P.\} and O. Jovanovic and D. Zibar and Ros, \{F. Da\}",

year = "2023",

month = oct,

day = "5",

doi = "10.1049/icp.2023.1835",

language = "English",

isbn = "978-1-83953-926-8",

pages = "13--16",

booktitle = "Proceedings of 49th European Conference on Optical Communications ",

publisher = "IEEE",

address = "United States",

note = "49<sup>th</sup> European Conference on Optical Communications, ECOC 2023 ; Conference date: 01-10-2023 Through 05-10-2023",

}

TY - GEN

T1 - Rate adaptive geometric constellation shaping using autoencoders and many-to-one mapping

AU - Yankov, M. P.

AU - Jovanovic, O.

AU - Zibar, D.

AU - Ros, F. Da

N1 - Conference code: 49

PY - 2023/10/5

Y1 - 2023/10/5

N2 - A many-to-one mapping geometric constellation shaping scheme is proposed with a fixed modulation format, fixed FEC engine and rate adaptation with an arbitrarily small step. An autoencoder is used to optimize the labelings and constellation points' positions.

AB - A many-to-one mapping geometric constellation shaping scheme is proposed with a fixed modulation format, fixed FEC engine and rate adaptation with an arbitrarily small step. An autoencoder is used to optimize the labelings and constellation points' positions.

U2 - 10.1049/icp.2023.1835

DO - 10.1049/icp.2023.1835

M3 - Article in proceedings

SN - 978-1-83953-926-8

SP - 13

EP - 16

BT - Proceedings of 49th European Conference on Optical Communications

PB - IEEE

T2 - 49<sup>th</sup> European Conference on Optical Communications

Y2 - 1 October 2023 through 5 October 2023

ER -

Rate adaptive geometric constellation shaping using autoencoders and many-to-one mapping

Abstract

Conference

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