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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)
Download PDF 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)  
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  
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Keyword(8)  
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
Date of Issue 2021-09-02 (CS) 


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