Paper Abstract and Keywords |
Presentation |
2020-01-16 15:20
[Special Invited Talk]
Applications of Machine Learning to Nonlinear Compensation and Nonlinear Transmission Technologies in Optical Fiber Communication Ken Mishina, Daisuke Hisano, Akihiro Maruta (Osaka Univ.) CS2019-91 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Machine learning (ML) is expected to be a promising technology to promote innovations in optical communications. A number of applications of ML have been reported in different aspects of optical communications such as nonlinearity compensation, performance monitoring, network failure prediction and so on. In this report, we review ML-based technologies for nonlinearity compensation, and reprot on ML-based demodulation method for nonlinear transmission system. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Machine Learning / Nonlinearity Compensation / Nonlinear Transmission Technology / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 119, no. 365, CS2019-91, pp. 17-22, Jan. 2020. |
Paper # |
CS2019-91 |
Date of Issue |
2020-01-09 (CS) |
ISSN |
Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
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CS2019-91 |
Conference Information |
Committee |
CS OCS |
Conference Date |
2020-01-16 - 2020-01-17 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Beppu Housensou Hotel (Oita Pref.) |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Core and metro system, Submarine telecommunications system, Optical access system and next generation PON, Ethernet, Optical Transport Network (OTN), Transmission monitoring and control, Design and tool for optical transmission system, Co-operation between optical and mobile, etc. |
Paper Information |
Registration To |
CS |
Conference Code |
2020-01-CS-OCS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Applications of Machine Learning to Nonlinear Compensation and Nonlinear Transmission Technologies in Optical Fiber Communication |
Sub Title (in English) |
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Keyword(1) |
Machine Learning |
Keyword(2) |
Nonlinearity Compensation |
Keyword(3) |
Nonlinear Transmission Technology |
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1st Author's Name |
Ken Mishina |
1st Author's Affiliation |
Osaka University (Osaka Univ.) |
2nd Author's Name |
Daisuke Hisano |
2nd Author's Affiliation |
Osaka University (Osaka Univ.) |
3rd Author's Name |
Akihiro Maruta |
3rd Author's Affiliation |
Osaka University (Osaka Univ.) |
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Speaker |
Author-1 |
Date Time |
2020-01-16 15:20:00 |
Presentation Time |
45 minutes |
Registration for |
CS |
Paper # |
CS2019-91 |
Volume (vol) |
vol.119 |
Number (no) |
no.365 |
Page |
pp.17-22 |
#Pages |
6 |
Date of Issue |
2020-01-09 (CS) |
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