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 2024-01-18 12:30
Comparison of Two Methods for Person Identification Using Radar-Extracted Heartbeat Signals
Kai Liu, Zelin Xing, Mondher Bouazizi, Tomoaki Ohtsuki (Keio Univ.) SeMI2023-49
Abstract (in Japanese) (See Japanese page) 
(in English) Non-contact biometric identification has gained significant attention in recent years due to its flexibility and ability to ensure privacy and confidentiality. Previous research has primarily focused on utilizing cardiac radar signals detected by radars. This paper aims to perform a comparison of two methods for person identification using heartbeat signals extracted from radar data. In the first method, we directly use the heartbeat time series data as the input of a deep learning model for person identification. The second method explores the feasibility of using the spectrogram generated from cardiac radar heartbeat signals combined with another deep learning model to achieve the same object. Furthermore, we examined the robustness of both methods by introducing noise into the signals and assessing their performance under these conditions. Experimental results show that the accuracy of person identification using spectrograms is 98.82%, which is higher than that of the method based on spectrograms. After introducing noise, the accuracy of both methods decreases. However, the method based on spectrograms experiences a more pronounced decline in accuracy than the method using time series data directly.
Keyword (in Japanese) (See Japanese page) 
(in English) Doppler radar / heartbeat / spectrogram / person identification / / / /  
Reference Info. IEICE Tech. Rep., vol. 123, no. 345, SeMI2023-49, pp. 1-5, Jan. 2024.
Paper # SeMI2023-49 
Date of Issue 2024-01-11 (SeMI) 
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 SeMI2023-49

Conference Information
Committee SeMI  
Conference Date 2024-01-18 - 2024-01-19 
Place (in Japanese) (See Japanese page) 
Place (in English) Raki House Kaiji 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To SeMI 
Conference Code 2024-01-SeMI 
Language English 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Comparison of Two Methods for Person Identification Using Radar-Extracted Heartbeat Signals 
Sub Title (in English)  
Keyword(1) Doppler radar  
Keyword(2) heartbeat  
Keyword(3) spectrogram  
Keyword(4) person identification  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Kai Liu  
1st Author's Affiliation Keio University (Keio Univ.)
2nd Author's Name Zelin Xing  
2nd Author's Affiliation Keio University (Keio Univ.)
3rd Author's Name Mondher Bouazizi  
3rd Author's Affiliation Keio University (Keio Univ.)
4th Author's Name Tomoaki Ohtsuki  
4th Author's Affiliation Keio University (Keio 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 2024-01-18 12:30:00 
Presentation Time 20 minutes 
Registration for SeMI 
Paper # SeMI2023-49 
Volume (vol) vol.123 
Number (no) no.345 
Page pp.1-5 
#Pages 5 
Date of Issue 2024-01-11 (SeMI) 

[Return to Top Page]

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