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Paper Abstract and Keywords
Presentation 2016-01-29 09:00
Heartbeat Detection with Doppler Radar Based on Estimation of Average R-R Interval Using Viterbi Algorithm
Eriko Mogi, Tomoaki Ohtsuki (Keio Univ.) ASN2015-91
Abstract (in Japanese) (See Japanese page) 
(in English) A variation of R-R interval (a peak-to-peak interval of heartbeats) reflects mental stress. For measuring heart rate, non-contact detection using Doppler radar has been studied in many works. In a relatively long term, the R-R intervals gradually vary, however, the R-R intervals are almost equal within a short period. Therefore, in this report, we propose an algorithm to detect periodic heartbeats for some periods in which the R-R intervals are almost equal. First, to detect those periods, we assume that the R-R intervals have almost equal intervals for the whole period. Then, we detect periodic peaks appearing on the almost equal intervals. After detecting periodic peaks, we detect the periods during which the R-R intervals are almost equal, based on the variance of the detected peak-to-peak intervals. Moreover, we estimate an average R-R interval and find peaks appearing on the closest interval to the estimated average R-R interval within each detected period by using Viterbi algorithm. Experimental results show that RMSEs (root mean square error) of R-R intervals are improved compared with the conventional methods.
Keyword (in Japanese) (See Japanese page) 
(in English) Doppler radar / heartbeat detection / Viterbi algorithm / / / / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 437, ASN2015-91, pp. 69-74, Jan. 2016.
Paper # ASN2015-91 
Date of Issue 2016-01-21 (ASN) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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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)
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Conference Information
Committee MICT ASN MoNA  
Conference Date 2016-01-28 - 2016-01-29 
Place (in Japanese) (See Japanese page) 
Place (in English) Hotel Okada 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Ambient intelligence, ICT for Medical, Healthcare and Sports, etc 
Paper Information
Registration To ASN 
Conference Code 2016-01-MICT-ASN-MoNA 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Heartbeat Detection with Doppler Radar Based on Estimation of Average R-R Interval Using Viterbi Algorithm 
Sub Title (in English)  
Keyword(1) Doppler radar  
Keyword(2) heartbeat detection  
Keyword(3) Viterbi algorithm  
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1st Author's Name Eriko Mogi  
1st Author's Affiliation Keio University (Keio Univ.)
2nd Author's Name Tomoaki Ohtsuki  
2nd Author's Affiliation Keio University (Keio Univ.)
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Speaker
Date Time 2016-01-29 09:00:00 
Presentation Time 25 
Registration for ASN 
Paper # IEICE-ASN2015-91 
Volume (vol) IEICE-115 
Number (no) no.437 
Page pp.69-74 
#Pages IEICE-6 
Date of Issue IEICE-ASN-2016-01-21 


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