Information: Join today and make your research activities more affordable! Technical workshop participation fees and annual registration fees are available at member rates.
Notice: [Important] Announcement of Changes to Registration Fee Payment and Manuscript Upload Procedures for IEICE Technical Meetings
IEICE Technical Committee Submission System
Conference Paper's Information		 Online Proceedings
[Sign in]
Tech. Rep. Archives
 Go Top Page Go Previous   [Japanese] / [English] 

Paper Abstract and Keywords
Presentation 2018-06-08 09:40
A study on iterative decoding with neural network LLR modulator in SMR system
Madoka Nishikawa, Yasuaki Nakamura, Hisashi Osawa, Yoshihiro Okamoto (Ehime Univ.), Yasushi Kanai (Niigata Ins. of Tec.), Hiroaki Muraoka (Tohoku Univ.) MRIS2018-10
Abstract (in Japanese) (See Japanese page) 
(in English) In our previous research, we showed that the iterative decoding with a log-likelihood ratio (LLR) modulator using parity check results for the low density parity check (LDPC) code provided the good bit error rate (BER) performance in the shingled magnetic recording (SMR) read/write channel. In this report, we propose a new LLR modulator modifying LLR parameters by output of a neural network. The results clarify that the proposed LLR modulator achieves no errors with small iteration compared with the conventional one.
Keyword (in Japanese) (See Japanese page) 
(in English) SMR / LDPC / LLR / Neural network / / / /  
Reference Info. IEICE Tech. Rep., vol. 118, no. 74, MRIS2018-10, pp. 55-60, June 2018.
Paper # MRIS2018-10 
Date of Issue 2018-05-31 (MRIS) 
ISSN Print edition: ISSN 0913-5685    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 MRIS2018-10

Conference Information
Committee MRIS ITE-MMS  
Conference Date 2018-06-07 - 2018-06-08 
Place (in Japanese) (See Japanese page) 
Place (in English) Tohoku Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Recording Systems, etc. 
Paper Information
Registration To MRIS 
Conference Code 2018-06-MRIS-MMS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A study on iterative decoding with neural network LLR modulator in SMR system 
Sub Title (in English)  
Keyword(1) SMR  
Keyword(2) LDPC  
Keyword(3) LLR  
Keyword(4) Neural network  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Madoka Nishikawa  
1st Author's Affiliation Ehime University (Ehime Univ.)
2nd Author's Name Yasuaki Nakamura  
2nd Author's Affiliation Ehime University (Ehime Univ.)
3rd Author's Name Hisashi Osawa  
3rd Author's Affiliation Ehime University (Ehime Univ.)
4th Author's Name Yoshihiro Okamoto  
4th Author's Affiliation Ehime University (Ehime Univ.)
5th Author's Name Yasushi Kanai  
5th Author's Affiliation Niigata Institute of Technology (Niigata Ins. of Tec.)
6th Author's Name Hiroaki Muraoka  
6th Author's Affiliation Tohoku University (Tohoku Univ.)
7th Author's Name  
7th Author's Affiliation ()
8th Author's Name  
8th Author's Affiliation ()
9th Author's Name  
9th Author's Affiliation ()
10th Author's Name  
10th Author's Affiliation ()
11th Author's Name  
11th Author's Affiliation ()
12th Author's Name  
12th Author's Affiliation ()
13th Author's Name  
13th Author's Affiliation ()
14th Author's Name  
14th Author's Affiliation ()
15th Author's Name  
15th Author's Affiliation ()
16th Author's Name  
16th Author's Affiliation ()
17th Author's Name  
17th Author's Affiliation ()
18th Author's Name  
18th Author's Affiliation ()
19th Author's Name  
19th Author's Affiliation ()
20th Author's Name  
20th Author's Affiliation ()
21st Author's Name  
21st Author's Affiliation ()
22nd Author's Name  
22nd Author's Affiliation ()
23rd Author's Name  
23rd Author's Affiliation ()
24th Author's Name  
24th Author's Affiliation ()
25th Author's Name  
25th Author's Affiliation ()
26th Author's Name / /
26th Author's Affiliation ()
()
27th Author's Name / /
27th Author's Affiliation ()
()
28th Author's Name / /
28th Author's Affiliation ()
()
29th Author's Name / /
29th Author's Affiliation ()
()
30th Author's Name / /
30th Author's Affiliation ()
()
31st Author's Name / /
31st Author's Affiliation ()
()
32nd Author's Name / /
32nd Author's Affiliation ()
()
33rd Author's Name / /
33rd Author's Affiliation ()
()
34th Author's Name / /
34th Author's Affiliation ()
()
35th Author's Name / /
35th Author's Affiliation ()
()
36th Author's Name / /
36th Author's Affiliation ()
()
Speaker Author-1 
Date Time 2018-06-08 09:40:00 
Presentation Time 25 minutes 
Registration for MRIS 
Paper # MRIS2018-10 
Volume (vol) vol.118 
Number (no) no.74 
Page pp.55-60 
#Pages 6 
Date of Issue 2018-05-31 (MRIS) 

[Return to Top Page]

[Return to IEICE Web Page]
The Institute of Electronics, Information and Communication Engineers (IEICE), Japan