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 2025-01-24 13:45
Proposal of Wireless Electric Prosthetic Hand Operation Method Using Acceleration Signal and Deep Learning
Korehito Suzaki, Takahiko Mori (Shonan Institute of Tech.) CAS2024-100 ICTSSL2024-58
Abstract (in Japanese) (See Japanese page) 
(in English) In this study, we have proposed a wireless electric prosthesis manipulation method using acceleration signals for healthy subjects, and have conducted experiments of grasping and translating an object, administered questionnaires, and statistically analyzed the results. However, this manipulation method using head bending motion has a problem that the electric prosthesis frequently malfunctions when performing vertical carry of an object that requires vertical line-of-sight movement. In this paper, we propose a new method of operation that can handle vertical carry and describe deep learning without malfunction and data processing for creating such models.
Keyword (in Japanese) (See Japanese page) 
(in English) Accelerometer / deep learning / wireless / electric prosthesis / / / /  
Reference Info. IEICE Tech. Rep., vol. 124, no. 339, CAS2024-100, pp. 112-115, Jan. 2025.
Paper # CAS2024-100 
Date of Issue 2025-01-16 (CAS, ICTSSL) 
ISSN 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 CAS2024-100 ICTSSL2024-58

Conference Information
Committee ICTSSL CAS  
Conference Date 2025-01-23 - 2025-01-24 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To CAS 
Conference Code 2025-01-ICTSSL-CAS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Proposal of Wireless Electric Prosthetic Hand Operation Method Using Acceleration Signal and Deep Learning 
Sub Title (in English)  
Keyword(1) Accelerometer  
Keyword(2) deep learning  
Keyword(3) wireless  
Keyword(4) electric prosthesis  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Korehito Suzaki  
1st Author's Affiliation Shonan Institute of Technology (Shonan Institute of Tech.)
2nd Author's Name Takahiko Mori  
2nd Author's Affiliation Shonan Institute of Technology (Shonan Institute of Tech.)
3rd Author's Name  
3rd Author's Affiliation ()
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 2025-01-24 13:45:00 
Presentation Time 15 minutes 
Registration for CAS 
Paper # CAS2024-100, ICTSSL2024-58 
Volume (vol) vol.124 
Number (no) no.339(CAS), no.340(ICTSSL) 
Page pp.112-115 
#Pages 4 
Date of Issue 2025-01-16 (CAS, ICTSSL) 

[Return to Top Page]

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