Paper Abstract and Keywords |
Presentation |
2021-09-09 14:55
Proposal of signal separation using LSTM on wavelength division multiplexed optical wireless communication Masaki Inomata, Takanori Iwamatsu, Saeko Oshiba (KIT) CS2021-43 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
We propose a new method for sequential interference cancellation in wavelength-division multiplexed optical wireless communications using OFDM signals. Sequential interference canceller is a common method that performs channel matrix estimation using pilot symbols and sequential signal separation. However, in this paper, we propose a method for signal separation by pre-training sequence-to-sequence regression networks with LSTM layers. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
optical wireless communication / wavelength division multiplexing / successive interference cancellation / MIMO / OFDM / Long Short Term Memory / / |
Reference Info. |
IEICE Tech. Rep., vol. 121, no. 172, CS2021-43, pp. 13-16, Sept. 2021. |
Paper # |
CS2021-43 |
Date of Issue |
2021-09-02 (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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CS2021-43 |
Conference Information |
Committee |
IN NS CS NV |
Conference Date |
2021-09-09 - 2021-09-10 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Online |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Session management (SIP/IMS), Interoperability/Standardization, NGN/NwGN/Future networks, Cloud/Data center networks, SDN (OpenFlow, etc.)/NFV, IPv6, Machine learning, etc. |
Paper Information |
Registration To |
CS |
Conference Code |
2021-09-IN-NS-CS-NV |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Proposal of signal separation using LSTM on wavelength division multiplexed optical wireless communication |
Sub Title (in English) |
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Keyword(1) |
optical wireless communication |
Keyword(2) |
wavelength division multiplexing |
Keyword(3) |
successive interference cancellation |
Keyword(4) |
MIMO |
Keyword(5) |
OFDM |
Keyword(6) |
Long Short Term Memory |
Keyword(7) |
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Keyword(8) |
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1st Author's Name |
Masaki Inomata |
1st Author's Affiliation |
Kyoto Institute of Technology (KIT) |
2nd Author's Name |
Takanori Iwamatsu |
2nd Author's Affiliation |
Kyoto Institute of Technology (KIT) |
3rd Author's Name |
Saeko Oshiba |
3rd Author's Affiliation |
Kyoto Institute of Technology (KIT) |
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Speaker |
Author-1 |
Date Time |
2021-09-09 14:55:00 |
Presentation Time |
25 minutes |
Registration for |
CS |
Paper # |
CS2021-43 |
Volume (vol) |
vol.121 |
Number (no) |
no.172 |
Page |
pp.13-16 |
#Pages |
4 |
Date of Issue |
2021-09-02 (CS) |
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