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| Presentation | 2021-03-05 15:05 A Study of Simulation Using Linear Actuator for Heartbeat Waveform extracted with 77GHz FMCW Radar Hayato Shinohara, Yaokun Hu, Takeshi Toda (Nihon Univ.)  MICT2020-38 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In recent years, there has been research on the use of heartbeat signals detected by radar without contact as biometric authentication. However, it has been reported that biometrics such as images, fingerprints, and irises can be forged, and heartbeat biometrics can be forged as well. In a related study, a heartbeat signal extracted by Empirical Mode Decomposition (EMD) was used to simulate a heartbeat using a linear actuator on a biometric signal acquired by radar. On the other hand, EMD has a problem of "Mode Mixing", which causes errors in the simulation process. In this study, we conducted heartbeat simulating experiments using heartbeat signals extracted by Improved Complete Ensemble Empirical Mode Decomposition with Adaptive Noise (ICEEMDAN), which overcomes the "Mode Mixing" phenomenon. The simulated and original heartbeat waveforms were compared by Root-mean-square-error (RMSE). The same procedure was applied to EMD to confirm its usefulness. As a result, the RMSE was 0.1491 mm on average when simulated with the heart rate signal generated by ICEEMDAN, and 0.2333 mm on average when simulated with EMD. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | EMD / FMCW / Heart Rate / ICEEMDAN / Linear Actuator / Vital Sign / / | |
| Reference Info. | IEICE Tech. Rep., vol. 120, no. 421, MICT2020-38, pp. 27-31, March 2021. | |
| Paper # | MICT2020-38 | |
| Date of Issue | 2021-02-26 (MICT) | |
| 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 | MICT2020-38 |
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| Conference Information | |
| Committee | EMCJ MICT |
| Conference Date | 2021-03-05 - 2021-03-05 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | MICT |
| Conference Code | 2021-03-EMCJ-MICT |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study of Simulation Using Linear Actuator for Heartbeat Waveform extracted with 77GHz FMCW Radar |
| Sub Title (in English) | |
| Keyword(1) | EMD |
| Keyword(2) | FMCW |
| Keyword(3) | Heart Rate |
| Keyword(4) | ICEEMDAN |
| Keyword(5) | Linear Actuator |
| Keyword(6) | Vital Sign |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Hayato Shinohara |
| 1st Author's Affiliation | Nihon University (Nihon Univ.) |
| 2nd Author's Name | Yaokun Hu |
| 2nd Author's Affiliation | Nihon University (Nihon Univ.) |
| 3rd Author's Name | Takeshi Toda |
| 3rd Author's Affiliation | Nihon University (Nihon Univ.) |
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| Speaker | Author-1 |
| Date Time | 2021-03-05 15:05:00 |
| Presentation Time | 20 minutes |
| Registration for | MICT |
| Paper # | MICT2020-38 |
| Volume (vol) | vol.120 |
| Number (no) | no.421 |
| Page | pp.27-31 |
| #Pages | 5 |
| Date of Issue | 2021-02-26 (MICT) |
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