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 2020-12-15 10:30
Preliminary performance analysis on neural networks for IMU based XDR
Hideaki Uchiyama, Quentin Dugne (Kyushu Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) In this paper, we investigate the relationship between network structure and its accuracy in order to improve the accuracy of XDR by using deep neural network. Specifically, the accuracy of the XDR is verified for various combinations of input and output choices based on kinematics. Through this verification, we identify the parameters to be investigated for the design of the network for XDR.
Keyword (in Japanese) (See Japanese page) 
(in English) PDR / XDR / IMU / Kinematics / Neural Network / Deep learning / /  
Reference Info. IEICE Tech. Rep.
Paper #  
Date of Issue  
ISSN  
Download PDF

Conference Information
Committee HCGSYMPO  
Conference Date 2020-12-15 - 2020-12-17 
Place (in Japanese) (See Japanese page) 
Place (in English) Online 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To HCGSYMPO 
Conference Code 2020-12-HCGSYMPO 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Preliminary performance analysis on neural networks for IMU based XDR 
Sub Title (in English)  
Keyword(1) PDR  
Keyword(2) XDR  
Keyword(3) IMU  
Keyword(4) Kinematics  
Keyword(5) Neural Network  
Keyword(6) Deep learning  
Keyword(7)  
Keyword(8)  
1st Author's Name Hideaki Uchiyama  
1st Author's Affiliation Kyushu University (Kyushu Univ.)
2nd Author's Name Quentin Dugne  
2nd Author's Affiliation Kyushu University (Kyushu Univ.)
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 ()
Speaker Author-1 
Date Time 2020-12-15 10:30:00 
Presentation Time 15 minutes 
Registration for HCGSYMPO 
Paper #  
Volume (vol) vol. 
Number (no)  
Page  
#Pages  
Date of Issue  


[Return to Top Page]

[Return to IEICE Web Page]


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