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Paper Abstract and Keywords
Presentation 2014-05-30 11:10
Optimization of Adaptive Filter Parameters in PPG-Based Motion Artifact Cancellation for Heart Rate Sensing
Takunori Shimazaki, Shinsuke Hara (Osaka City Univ.) RCC2014-14 MICT2014-14
Abstract (in Japanese) (See Japanese page) 
(in English) Photoplethysmography (PPG)-based heart rate (HR) sensing during exercise is essential not only for early detecting hazardous health condition but also for controlling training menu effectively according to athlete’s physical condition. However, it is difficult to sense HR especially during vigorous exercise, because the PPG signal is contaminated with motion artifact noise. In our previous work, by using a PPG sensor and a motion artifact sensor, by means of an adaptive signal processing algorithm, we successfully canceled the motion artifact out of the PPG signal. To improve the accuracy of the PPG-based HR sensing, it is important to examine the location relationship between the PPG sensor and the motion artifact sensor. In this paper, for fast walking, running and jumping, we try to optimize the distance and heights of the sensors to be able to more accurately sense the heart rate.
Keyword (in Japanese) (See Japanese page) 
(in English) photoplethysmography / heart rate sensing / motion artifact / cancellation / Adaptive Filter / / /  
Reference Info. IEICE Tech. Rep., vol. 114, no. 61, MICT2014-14, pp. 69-72, May 2014.
Paper # MICT2014-14 
Date of Issue 2014-05-22 (RCC, MICT) 
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 RCC2014-14 MICT2014-14

Conference Information
Committee MICT RCC  
Conference Date 2014-05-29 - 2014-05-30 
Place (in Japanese) (See Japanese page) 
Place (in English) Kikai-Shinko-Kaikan Bldg 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Reliable Communication and Control, Healthcare and Medical Information Communication Technologies, etc. 
Paper Information
Registration To MICT 
Conference Code 2014-05-MICT-RCC 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Optimization of Adaptive Filter Parameters in PPG-Based Motion Artifact Cancellation for Heart Rate Sensing 
Sub Title (in English)  
Keyword(1) photoplethysmography  
Keyword(2) heart rate sensing  
Keyword(3) motion artifact  
Keyword(4) cancellation  
Keyword(5) Adaptive Filter  
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1st Author's Name Takunori Shimazaki  
1st Author's Affiliation Osaka City University (Osaka City Univ.)
2nd Author's Name Shinsuke Hara  
2nd Author's Affiliation Osaka City University (Osaka City Univ.)
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Speaker
Date Time 2014-05-30 11:10:00 
Presentation Time 25 
Registration for MICT 
Paper # IEICE-RCC2014-14,IEICE-MICT2014-14 
Volume (vol) IEICE-114 
Number (no) no.60(RCC), no.61(MICT) 
Page pp.69-72 
#Pages IEICE-4 
Date of Issue IEICE-RCC-2014-05-22,IEICE-MICT-2014-05-22 


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