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 2016-09-16 16:40
Improving Accuracy of Real-time Sleep Stage Estimation by Considering Personal Sleep Feature
Tomohiro Harada (Ritsumeikan Univ.), Takahiro Kawashima, Morito Morishima (Yamaha Corp.), Keiki Takadama (UEC) MICT2016-47 MI2016-61
Abstract (in Japanese) (See Japanese page) 
(in English) This research proposes a novel method to estimate the sleep stage in real-time by heat rate obtained with a non-contact biological sensor device and investigate its effectiveness. A conventional real-time sleep stage estimation decreases its estimation accuracy in early term of sleeping because less biological information for esti- mating sleep stage is obtained. To improve the estimation accuracy of the proposed method, this paper introduces sleep feature of different day into the estimation model as user’s pre-information. The experimental result reveals that the appropriate selection of sleep feature improves the estimation accuracy in early term of sleeping.
Keyword (in Japanese) (See Japanese page) 
(in English) Sleep stage estimation / real-time / personalization / non-contact biological sensor / / / /  
Reference Info. IEICE Tech. Rep., vol. 116, no. 224, MICT2016-47, pp. 63-68, Sept. 2016.
Paper # MICT2016-47 
Date of Issue 2016-09-09 (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 MICT2016-47 MI2016-61

Conference Information
Committee MI MICT  
Conference Date 2016-09-16 - 2016-09-16 
Place (in Japanese) (See Japanese page) 
Place (in English) Koganei Campus, Tokyo University of Agriculture and Technology 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To MICT 
Conference Code 2016-09-MI-MICT 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Improving Accuracy of Real-time Sleep Stage Estimation by Considering Personal Sleep Feature 
Sub Title (in English)  
Keyword(1) Sleep stage estimation  
Keyword(2) real-time  
Keyword(3) personalization  
Keyword(4) non-contact biological sensor  
1st Author's Name Tomohiro Harada  
1st Author's Affiliation Ritsumeikan University (Ritsumeikan Univ.)
2nd Author's Name Takahiro Kawashima  
2nd Author's Affiliation Yamaha Corporation (Yamaha Corp.)
3rd Author's Name Morito Morishima  
3rd Author's Affiliation Yamaha Corporation (Yamaha Corp.)
4th Author's Name Keiki Takadama  
4th Author's Affiliation The University of Electro-Communications (UEC)
5th Author's Name  
5th Author's Affiliation ()
6th Author's Name  
6th Author's Affiliation ()
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 ()
Speaker Author-1 
Date Time 2016-09-16 16:40:00 
Presentation Time 20 minutes 
Registration for MICT 
Paper # MICT2016-47, MI2016-61 
Volume (vol) vol.116 
Number (no) no.224(MICT), no.225(MI) 
Page pp.63-68 
Date of Issue 2016-09-09 (MICT, MI) 

[Return to Top Page]

[Return to IEICE Web Page]

The Institute of Electronics, Information and Communication Engineers (IEICE), Japan