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| Presentation | 2023-05-13 13:00 Estimation of Drowsiness While Driving Using Autonomic Nervous System-related Indicators Based on Photoplethysmogram Shu Kanda, Makoto Abe (Shinshu Univ.)  MBE2023-1 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | The occurrence of drowsiness while driving is a social problem because it causes accidents. Therefore, a method to assess the intensity of drowsiness while driving is needed. In this study, we focused on autonomic nervous activity and estimated the three states of no, mild and severe drowsiness from the autonomic nervous system-related indicators obtained from photoplethysmogram with experiment of a driving simulator. As a result, Recall of classification accuracy was greater than 85% for all subjects, and Accuracy and Specificity were greater than 90% for all subjects. The result indicated the effectiveness of the estimation of the three states of drowsiness. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | photoplethysmogram / autonomic nervous system / estimation of drowsiness / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 123, no. 22, MBE2023-1, pp. 1-6, May 2023. | |
| Paper # | MBE2023-1 | |
| Date of Issue | 2023-05-06 (MBE) | |
| 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 | MBE2023-1 |
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| Conference Information | |
| Committee | MBE |
| Conference Date | 2023-05-13 - 2023-05-13 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Shinshu University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | ME |
| Paper Information | |
| Registration To | MBE |
| Conference Code | 2023-05-MBE |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Estimation of Drowsiness While Driving Using Autonomic Nervous System-related Indicators Based on Photoplethysmogram |
| Sub Title (in English) | |
| Keyword(1) | photoplethysmogram |
| Keyword(2) | autonomic nervous system |
| Keyword(3) | estimation of drowsiness |
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| 1st Author's Name | Shu Kanda |
| 1st Author's Affiliation | Shinshu University (Shinshu Univ.) |
| 2nd Author's Name | Makoto Abe |
| 2nd Author's Affiliation | Shinshu University (Shinshu Univ.) |
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| Speaker | Author-1 |
| Date Time | 2023-05-13 13:00:00 |
| Presentation Time | 25 minutes |
| Registration for | MBE |
| Paper # | MBE2023-1 |
| Volume (vol) | vol.123 |
| Number (no) | no.22 |
| Page | pp.1-6 |
| #Pages | 6 |
| Date of Issue | 2023-05-06 (MBE) |
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