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 2013-07-19 10:10
A Proposal of Estimation of Human Action using Multiple Sensors in Portable Devices
Ayaka Suzuki, Toru Abe, Takuo Suganuma (Tohoku Univ.) IN2013-50
Abstract (in Japanese) (See Japanese page) 
(in English) There is a growing need for estimation techniques of human action such as walking, running, standing, and sitting. These techniques are utilized for various daily-life support systems such as supervisory system or healthcare support system. However, existing estimation methods have issues in practical use. For instance, the existing methods have high installation costs of sensors and require daily effort from users to wear. To solve these issues, we propose an estimation method of human action by using a portable device such as a smartphone. In our proposed method, multiple sensors in the portable device collect sensor data related to human actions. Then, our method estimates basic action based on effective combination of the data. In addition, knowledge base technology including action time and location is introduced to enhance its accuracy by combining the knowledge and sensor data processing. From the results of initial experiments with our proposed method. we confirmed that the estimate accuracy of action was different according to the axis of the sensor and data correction. In this paper, we explain the design of our estimation method and the initial experiments with our proposed method. The experimental results show the needs of our proposed method.
Keyword (in Japanese) (See Japanese page) 
(in English) Portable device / Sensors / Estimation of human action / Machine learning / Knowledge processing / / /  
Reference Info. IEICE Tech. Rep., vol. 113, no. 140, IN2013-50, pp. 83-87, July 2013.
Paper # IN2013-50 
Date of Issue 2013-07-11 (IN) 
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 IN2013-50

Conference Information
Committee IN NV  
Conference Date 2013-07-18 - 2013-07-19 
Place (in Japanese) (See Japanese page) 
Place (in English) Hokkaido Univ. Faculty of Eng. Academic Lounge 3 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Cloud Networking, SDN, OpenFlow, Virtual Private Network (VPN), Overlay Network/P2P, Network configuration, etc. 
Paper Information
Registration To IN 
Conference Code 2013-07-IN-NV 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Proposal of Estimation of Human Action using Multiple Sensors in Portable Devices 
Sub Title (in English)  
Keyword(1) Portable device  
Keyword(2) Sensors  
Keyword(3) Estimation of human action  
Keyword(4) Machine learning  
Keyword(5) Knowledge processing  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Ayaka Suzuki  
1st Author's Affiliation Tohoku University (Tohoku Univ.)
2nd Author's Name Toru Abe  
2nd Author's Affiliation Tohoku University (Tohoku Univ.)
3rd Author's Name Takuo Suganuma  
3rd Author's Affiliation Tohoku University (Tohoku Univ.)
4th Author's Name  
4th Author's Affiliation ()
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 2013-07-19 10:10:00 
Presentation Time 25 minutes 
Registration for IN 
Paper # IN2013-50 
Volume (vol) vol.113 
Number (no) no.140 
Page pp.83-87 
#Pages 5 
Date of Issue 2013-07-11 (IN) 

[Return to Top Page]

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