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Paper Abstract and Keywords
Presentation 2021-07-15 14:05
[Invited Talk] Channel Estimation for Body-Coupled Communication with an Optical Sensor and Machine Learning
Ai-ichiro Sasaki, Akinori Ban (Kindai Univ.), Kazuki Morita (Aisin AW-I) EMT2021-13 MW2021-18 OPE2021-7 EST2021-14 MWP2021-15
Abstract (in Japanese) (See Japanese page) 
(in English) Body-coupled communication (BCC) is a short-rage wireless technology that can link communication devices with a human body. The BCC channel is formed by capacitive coupling among the body, devices, and earth. When another person approaches the BCC system, he is inevitably included in the system because of the coupling. In this situation, eavesdropping and accidental data transmission can occur. To address the security problems, we must estimate the existence of the unwanted person from information of received signals. We utilized an optical sensor to correctly measure received signals because the BCC channels are easily disturbed by electronic measurement systems. An attempt was made to estimate the existence of the unwanted person from the received signal information. The person can be detected with an accuracy of 90% by using machine learning.
Keyword (in Japanese) (See Japanese page) 
(in English) Body-coupled communication / Capacitive coupling / Optical sensor / Machine learning / Earth / / /  
Reference Info. IEICE Tech. Rep., vol. 121, no. 110, MWP2021-15, pp. 34-39, July 2021.
Paper # MWP2021-15 
Date of Issue 2021-07-08 (EMT, MW, OPE, EST, MWP) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
Copyright
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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 EMT2021-13 MW2021-18 OPE2021-7 EST2021-14 MWP2021-15

Conference Information
Committee OPE MW IEE-EMT MWP EST EMT THz  
Conference Date 2021-07-15 - 2021-07-16 
Place (in Japanese) (See Japanese page) 
Place (in English) Online 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To MWP 
Conference Code 2021-07-OPE-MW-EMT-MWP-EST-EMT-THz 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Channel Estimation for Body-Coupled Communication with an Optical Sensor and Machine Learning 
Sub Title (in English)  
Keyword(1) Body-coupled communication  
Keyword(2) Capacitive coupling  
Keyword(3) Optical sensor  
Keyword(4) Machine learning  
Keyword(5) Earth  
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1st Author's Name Ai-ichiro Sasaki  
1st Author's Affiliation Kindai University (Kindai Univ.)
2nd Author's Name Akinori Ban  
2nd Author's Affiliation Kindai University (Kindai Univ.)
3rd Author's Name Kazuki Morita  
3rd Author's Affiliation Aisin AW Industries Co., Ltd. (Aisin AW-I)
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Speaker
Date Time 2021-07-15 14:05:00 
Presentation Time 50 
Registration for MWP 
Paper # IEICE-EMT2021-13,IEICE-MW2021-18,IEICE-OPE2021-7,IEICE-EST2021-14,IEICE-MWP2021-15 
Volume (vol) IEICE-121 
Number (no) no.106(EMT), no.107(MW), no.108(OPE), no.109(EST), no.110(MWP) 
Page pp.34-39 
#Pages IEICE-6 
Date of Issue IEICE-EMT-2021-07-08,IEICE-MW-2021-07-08,IEICE-OPE-2021-07-08,IEICE-EST-2021-07-08,IEICE-MWP-2021-07-08 


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