Paper Abstract and Keywords |
Presentation |
2021-03-01 14:55
[Invited Lecture]
CFO estimation in eigenvalue-domain and its application to neural network-based demodulation for eigenvalue-modulated signal Ken Mishina, Takaya Maeda (Osaka Univ.), Yuki Yoshida (NICT), Daisuke Hisano, Akihiro Maruta (Osaka Univ.) PN2020-45 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
An eigenvalue-domain (ED) artificial neural network (ANN)-based demodulation method for eigenvalue-modulated signals has been reported. In this manuscript, we propose and demonstrate the demodulation of an eigenvalue-modulated signal combining an ED-ANN demodulator with a carrier frequency offset (CFO) compensation. The proposed demodulator achieves successful demodulation with OSNR penalty < 1 dB in the presence of CFO within 1 GHz at 2.5 Gb/s in experiments. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Artificial neural network / Eigenvalue modulation / Carrier frequency offset / Machine learning / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 120, no. 388, PN2020-45, pp. 20-25, March 2021. |
Paper # |
PN2020-45 |
Date of Issue |
2021-02-22 (PN) |
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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PN2020-45 |
Conference Information |
Committee |
PN |
Conference Date |
2021-03-01 - 2021-03-02 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Online |
Topics (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
PN |
Conference Code |
2021-03-PN |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
CFO estimation in eigenvalue-domain and its application to neural network-based demodulation for eigenvalue-modulated signal |
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Keyword(1) |
Artificial neural network |
Keyword(2) |
Eigenvalue modulation |
Keyword(3) |
Carrier frequency offset |
Keyword(4) |
Machine learning |
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1st Author's Name |
Ken Mishina |
1st Author's Affiliation |
Osaka University (Osaka Univ.) |
2nd Author's Name |
Takaya Maeda |
2nd Author's Affiliation |
Osaka University (Osaka Univ.) |
3rd Author's Name |
Yuki Yoshida |
3rd Author's Affiliation |
National Institute of Information and Communications Technology (NICT) |
4th Author's Name |
Daisuke Hisano |
4th Author's Affiliation |
Osaka University (Osaka Univ.) |
5th Author's Name |
Akihiro Maruta |
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Osaka University (Osaka Univ.) |
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Speaker |
Author-1 |
Date Time |
2021-03-01 14:55:00 |
Presentation Time |
25 minutes |
Registration for |
PN |
Paper # |
PN2020-45 |
Volume (vol) |
vol.120 |
Number (no) |
no.388 |
Page |
pp.20-25 |
#Pages |
6 |
Date of Issue |
2021-02-22 (PN) |