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Paper Abstract and Keywords
Presentation 2025-01-30 10:20
Information Set Optimization of Polar Codes Using Concatenated Neural Network Decoders
Tsukasa Bando (Kagawa Univ.), Satoshi Suyama, Satoshi Nagata (NTT DOCOMO), Nobuhiko Miki (Kagawa Univ.) IT2024-51 SIP2024-90 RCS2024-234
Abstract (in Japanese) (See Japanese page) 
(in English) The polar code proposed by Ari kan is a code that can achieve a property approaching the Shannon limit under successive cancellation decoder (SCD) by utilizing the phenomenon of channel polarization. This report employs the concatenated neural network decoder (NND). We propose the iterative algorithm to optimize the information set for concatenated NND. The proposed iterative algorithm can improve the block error rate (BLER) performance.
Keyword (in Japanese) (See Japanese page) 
(in English) Polar codes / Information set / Frozen set / NND / / / /  
Reference Info. IEICE Tech. Rep., vol. 124, no. 366, RCS2024-234, pp. 145-149, Jan. 2025.
Paper # RCS2024-234 
Date of Issue 2025-01-22 (IT, SIP, RCS) 
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 IT2024-51 SIP2024-90 RCS2024-234

Conference Information
Committee RCS SIP IT  
Conference Date 2025-01-29 - 2025-01-30 
Place (in Japanese) (See Japanese page) 
Place (in English) Kaikyou-messe 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Signal Processing for Wireless Communications, Learning, Mathematics, Information Theory, etc. 
Paper Information
Registration To RCS 
Conference Code 2025-01-RCS-SIP-IT 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Information Set Optimization of Polar Codes Using Concatenated Neural Network Decoders 
Sub Title (in English)  
Keyword(1) Polar codes  
Keyword(2) Information set  
Keyword(3) Frozen set  
Keyword(4) NND  
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1st Author's Name Tsukasa Bando  
1st Author's Affiliation Kagawa University (Kagawa Univ.)
2nd Author's Name Satoshi Suyama  
2nd Author's Affiliation NTT DOCOMO, INC. (NTT DOCOMO)
3rd Author's Name Satoshi Nagata  
3rd Author's Affiliation NTT DOCOMO, INC. (NTT DOCOMO)
4th Author's Name Nobuhiko Miki  
4th Author's Affiliation Kagawa University (Kagawa Univ.)
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Speaker Author-1 
Date Time 2025-01-30 10:20:00 
Presentation Time 25 minutes 
Registration for RCS 
Paper # IT2024-51, SIP2024-90, RCS2024-234 
Volume (vol) vol.124 
Number (no) no.364(IT), no.365(SIP), no.366(RCS) 
Page pp.145-149 
#Pages 5 
Date of Issue 2025-01-22 (IT, SIP, RCS) 

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