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Paper Abstract and Keywords
Presentation 2019-01-16 09:40
Position Prediction of Mobile Targets using BLE Signals and Machine Learning for Electronic Monitoring
Arata Sashida, Nan Touma, Morikazu Nakamura (Univ. of the Ryukyus), Akira Sakima (Kuniken Systems) MoNA2018-57
Abstract (in Japanese) (See Japanese page) 
(in English) This paper proposes a method for position prediction of mobile targets based on BLE signals and machine learning for electronic monitoring systems.
We consider the power attenuation of BLE signals due to obstacle's effects and distance to the receivers in the feature vector design.
Moreover, we introduce moving histories of mobile targets as attributes to utilize their state space information.
Experimental evaluation shows that our approach has a high potential for position prediction in electronic monitoring systems.
Keyword (in Japanese) (See Japanese page) 
(in English) electronic monitoring system / IoT / BLE / position prediction / / / /  
Reference Info. IEICE Tech. Rep., vol. 118, no. 389, MoNA2018-57, pp. 1-6, Jan. 2019.
Paper # MoNA2018-57 
Date of Issue 2019-01-09 (MoNA) 
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 MoNA2018-57

Conference Information
Committee MoNA  
Conference Date 2019-01-16 - 2019-01-17 
Place (in Japanese) (See Japanese page) 
Place (in English) T. B. D. 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To MoNA 
Conference Code 2019-01-MoNA 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Position Prediction of Mobile Targets using BLE Signals and Machine Learning for Electronic Monitoring 
Sub Title (in English)  
Keyword(1) electronic monitoring system  
Keyword(2) IoT  
Keyword(3) BLE  
Keyword(4) position prediction  
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1st Author's Name Arata Sashida  
1st Author's Affiliation University of the Ryukyus (Univ. of the Ryukyus)
2nd Author's Name Nan Touma  
2nd Author's Affiliation University of the Ryukyus (Univ. of the Ryukyus)
3rd Author's Name Morikazu Nakamura  
3rd Author's Affiliation University of the Ryukyus (Univ. of the Ryukyus)
4th Author's Name Akira Sakima  
4th Author's Affiliation Kuniken Systems (Kuniken Systems)
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Speaker Author-1 
Date Time 2019-01-16 09:40:00 
Presentation Time 25 minutes 
Registration for MoNA 
Paper # MoNA2018-57 
Volume (vol) vol.118 
Number (no) no.389 
Page pp.1-6 
#Pages 6 
Date of Issue 2019-01-09 (MoNA) 

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