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Paper Abstract and Keywords
Presentation 2017-11-06 14:00
The Real-Time Sleep Stage Re-Estimation Method focused on a Sleep Cycle Transition
Yusuke Tajima, Akinori Murata (UEC), Tomohiro Harada (Ritsumeikan), Keiki Takadama (UEC) MICT2017-34 MI2017-56
Abstract (in Japanese) (See Japanese page) 
(in English) This paper focuses on the real-time sleep stage estimation method(RSSE) without connecting anydevices to human bodies, and improves its estimation accuracy according to sleep cycle. The human subject experiments with 9 days of sleep data have been revealed implication that the accuracy rate improved by about 15[%] on average as compared with the case without re-estimation.
Keyword (in Japanese) (See Japanese page) 
(in English) sleep stage estimation / real-time / heart rate / sleep cycle / / / /  
Reference Info. IEICE Tech. Rep., vol. 117, no. 280, MICT2017-34, pp. 39-44, Nov. 2017.
Paper # MICT2017-34 
Date of Issue 2017-10-30 (MICT, MI) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
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 MICT2017-34 MI2017-56

Conference Information
Committee MI MICT  
Conference Date 2017-11-06 - 2017-11-06 
Place (in Japanese) (See Japanese page) 
Place (in English) Sunport Hall Takamatsu 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Medical Imaging, etc. 
Paper Information
Registration To MICT 
Conference Code 2017-11-MI-MICT 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) The Real-Time Sleep Stage Re-Estimation Method focused on a Sleep Cycle Transition 
Sub Title (in English)  
Keyword(1) sleep stage estimation  
Keyword(2) real-time  
Keyword(3) heart rate  
Keyword(4) sleep cycle  
1st Author's Name Yusuke Tajima  
1st Author's Affiliation the university of electro-communications (UEC)
2nd Author's Name Akinori Murata  
2nd Author's Affiliation the university of electro-communications (UEC)
3rd Author's Name Tomohiro Harada  
3rd Author's Affiliation Ritsumeikan University (Ritsumeikan)
4th Author's Name Keiki Takadama  
4th Author's Affiliation the university of electro-communications (UEC)
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Speaker Author-1 
Date Time 2017-11-06 14:00:00 
Presentation Time 20 minutes 
Registration for MICT 
Paper # MICT2017-34, MI2017-56 
Volume (vol) vol.117 
Number (no) no.280(MICT), no.281(MI) 
Page pp.39-44 
Date of Issue 2017-10-30 (MICT, MI) 

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