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| Presentation | 2017-01-28 13:25 Measurement of the heartbeat information using piezoelectric sensor array -- Investigation of the noise removal caused by the body movement -- Shogo Shimai, Tomohiko Igasaki, Makiko Kobayashi (Kumamoto Univ.)  MBE2016-79 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | We have been studying equipment to acquire cardiorespiratory information at home easily by piezoelectric sensors arranging on a seat surface of a chair. In our previous study, we suggested that heartbeat and respiratory components could be extracted using independent component analysis to signals obtained from piezoelectric sensors. However, there was a problem that analysis became difficult due to the influence of body movement noise by the user. Therefore, in this study, we studied the method of body movement noise removal or reduction. Moreover, heartbeat intervals, which were obtained from removed body movement noise, were compared with those which have been achieved from the electrocardiogram. As a result, we could obtain 3.1±0.5% error rate. Additionally, we obtain 4.2±0.7% from the original waveform, so the proposed method reduced it by 1.1%. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Noise removal / Heartbeat interval / Piezoelectric / Independent component analysis / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 116, no. 435, MBE2016-79, pp. 53-56, Jan. 2017. | |
| Paper # | MBE2016-79 | |
| Date of Issue | 2017-01-20 (MBE) | |
| ISSN | Print edition: ISSN 0913-5685 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 | MBE2016-79 |
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| Conference Information | |
| Committee | MBE |
| Conference Date | 2017-01-27 - 2017-01-28 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kyushu University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | MBE |
| Conference Code | 2017-01-MBE |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Measurement of the heartbeat information using piezoelectric sensor array |
| Sub Title (in English) | Investigation of the noise removal caused by the body movement |
| Keyword(1) | Noise removal |
| Keyword(2) | Heartbeat interval |
| Keyword(3) | Piezoelectric |
| Keyword(4) | Independent component analysis |
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| Keyword(8) | |
| 1st Author's Name | Shogo Shimai |
| 1st Author's Affiliation | Kumamoto University (Kumamoto Univ.) |
| 2nd Author's Name | Tomohiko Igasaki |
| 2nd Author's Affiliation | Kumamoto University (Kumamoto Univ.) |
| 3rd Author's Name | Makiko Kobayashi |
| 3rd Author's Affiliation | Kumamoto University (Kumamoto Univ.) |
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| Speaker | Author-1 |
| Date Time | 2017-01-28 13:25:00 |
| Presentation Time | 25 minutes |
| Registration for | MBE |
| Paper # | MBE2016-79 |
| Volume (vol) | vol.116 |
| Number (no) | no.435 |
| Page | pp.53-56 |
| #Pages | 4 |
| Date of Issue | 2017-01-20 (MBE) |
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