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 2016-01-21 10:00
Sleeping Posture Classification Using E-Textile Pressure Sensor
Chihiro Hayashi, Kensho Hara, Yu Enokibori, Kenji Mase (Nagoya Univ.) PRMU2015-117 MVE2015-39
Abstract (in Japanese) (See Japanese page) 
(in English) One of causes of pressure ulcer is long time sleeping with the same posture; therefore, care takers maintain subjects posture every two hours.
Since it is very hard work, we are implementing a risk assessment system to reduce such work load, and, in this paper, we introduce a part of the system: sleeping posture classification from body pressure distributions. We measured body pressure distributions from 19 healthy people for 4 hours sleeping using an e-textile pressure sensor and built classification method focused on horizontal/vertical centroid-line and local pressure distributions.
Classification accuracies by supervised learning are 96.3% for three sleeping postures (spine; left and right laterals), and 92.3% for four sleeping postures (spine; left and right laterals; and prone).
Keyword (in Japanese) (See Japanese page) 
(in English) sleeping posture / posture pattern classification / e-textile pressure sensor / / / / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 414, PRMU2015-117, pp. 41-46, Jan. 2016.
Paper # PRMU2015-117 
Date of Issue 2016-01-14 (PRMU, MVE) 
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 PRMU2015-117 MVE2015-39

Conference Information
Committee PRMU IPSJ-CVIM MVE  
Conference Date 2016-01-21 - 2016-01-22 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To PRMU 
Conference Code 2016-01-PRMU-CVIM-MVE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Sleeping Posture Classification Using E-Textile Pressure Sensor 
Sub Title (in English)  
Keyword(1) sleeping posture  
Keyword(2) posture pattern classification  
Keyword(3) e-textile pressure sensor  
Keyword(4)  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Chihiro Hayashi  
1st Author's Affiliation Nagoya University (Nagoya Univ.)
2nd Author's Name Kensho Hara  
2nd Author's Affiliation Nagoya University (Nagoya Univ.)
3rd Author's Name Yu Enokibori  
3rd Author's Affiliation Nagoya University (Nagoya Univ.)
4th Author's Name Kenji Mase  
4th Author's Affiliation Nagoya University (Nagoya Univ.)
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 ()
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 2016-01-21 10:00:00 
Presentation Time 30 minutes 
Registration for PRMU 
Paper # PRMU2015-117, MVE2015-39 
Volume (vol) vol.115 
Number (no) no.414(PRMU), no.415(MVE) 
Page pp.41-46 
#Pages 6 
Date of Issue 2016-01-14 (PRMU, MVE) 

[Return to Top Page]

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