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| Presentation | 2022-04-25 16:05 [Invited Talk] Transmission and Neural Network-based Demodulation of 4096-ary Eigenvalue-modulated Signal Ken Mishina, Hiroyuki Takeuchi, Yuhei Terashi, Daisuke Hisano (Osaka Univ.), Yuki Yoshida (NICT), Akihiro Maruta (Osaka Univ.)  PN2022-4 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Optical eigenvalue communication system has attracted attention in recent years because it has the potential to overcome the capacity limit due to Kerr nonlinearity in optical fiber. We proposed a multi-level eigenvalue modulation method using the on–off states of the multi-eigenvalue and demonstrated a successful transmission of a 16-ary eigenvalue-modulated signal. In this manuscript, we report a design and transmission experiment of a 4096-ary eigenvalue-modulated signal using on–off states of 12 eigenvalues. In addition, we demonstrate the applicability of an eigenvalue-domain neural network receiver to demodulation of the 4096-ary eigenvalue-modulated signal. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Eigenvalue modulation / Multi-level modulation / Neural network / Machine learning / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 122, no. 10, PN2022-4, pp. 22-28, April 2022. | |
| Paper # | PN2022-4 | |
| Date of Issue | 2022-04-18 (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) | |
| Download PDF | PN2022-4 |
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| Conference Information | |
| Committee | PN |
| Conference Date | 2022-04-25 - 2022-04-25 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | PN |
| Conference Code | 2022-04-PN |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Transmission and Neural Network-based Demodulation of 4096-ary Eigenvalue-modulated Signal |
| Sub Title (in English) | |
| Keyword(1) | Eigenvalue modulation |
| Keyword(2) | Multi-level modulation |
| Keyword(3) | Neural network |
| 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 | Hiroyuki Takeuchi |
| 2nd Author's Affiliation | Osaka University (Osaka Univ.) |
| 3rd Author's Name | Yuhei Terashi |
| 3rd Author's Affiliation | Osaka University (Osaka Univ.) |
| 4th Author's Name | Daisuke Hisano |
| 4th Author's Affiliation | Osaka University (Osaka Univ.) |
| 5th Author's Name | Yuki Yoshida |
| 5th Author's Affiliation | National Institute of Information and Communications Technology (NICT) |
| 6th Author's Name | Akihiro Maruta |
| 6th Author's Affiliation | Osaka University (Osaka Univ.) |
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| Speaker | Author-1 |
| Date Time | 2022-04-25 16:05:00 |
| Presentation Time | 50 minutes |
| Registration for | PN |
| Paper # | PN2022-4 |
| Volume (vol) | vol.122 |
| Number (no) | no.10 |
| Page | pp.22-28 |
| #Pages | 7 |
| Date of Issue | 2022-04-18 (PN) |
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