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| Presentation | 2021-10-07 14:25 [Poster Presentation] Study on Separation and Identification of Multiple Targets in Traffic Monitoring Using MW FM-CW Radar Kazuho Suzuki, Hiroyoshi Yamada (Niigata Univ.)  AP2021-84 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Recently, traffic monitoring systems near intersections using millimeter-wave radar have been attracting attention, target identification by the radar and machine learning has been extensively studied. In the previous study, Convolutional Neural Network(CNN) provide more than 90% identification accuracy for single targets, but when there are multiple targets, it is necessary to separate the targets in order to identify each one individually. As a solution to this problem, we focused on the filtering preprocessing. In this paper, we separate multiple targets by filtering the experimental data with multiple targets in the angular and distance domain, and show the effectiveness of the filtering preprocessing by comparing the discrimination accuracy by CNN before and after the filtering. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | FM-CW radar / Millimeter-wave radar / Traffic monitoring / Target identification / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 121, no. 191, AP2021-84, pp. 64-67, Oct. 2021. | |
| Paper # | AP2021-84 | |
| Date of Issue | 2021-09-30 (AP) | |
| 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 | AP2021-84 |
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| Conference Information | |
| Committee | AP |
| Conference Date | 2021-10-07 - 2021-10-08 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Student Session, Antennas and Propagation |
| Paper Information | |
| Registration To | AP |
| Conference Code | 2021-10-AP |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Study on Separation and Identification of Multiple Targets in Traffic Monitoring Using MW FM-CW Radar |
| Sub Title (in English) | |
| Keyword(1) | FM-CW radar |
| Keyword(2) | Millimeter-wave radar |
| Keyword(3) | Traffic monitoring |
| Keyword(4) | Target identification |
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| Keyword(8) | |
| 1st Author's Name | Kazuho Suzuki |
| 1st Author's Affiliation | Niigata University (Niigata Univ.) |
| 2nd Author's Name | Hiroyoshi Yamada |
| 2nd Author's Affiliation | Niigata University (Niigata Univ.) |
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| Speaker | Author-1 |
| Date Time | 2021-10-07 14:25:00 |
| Presentation Time | 75 minutes |
| Registration for | AP |
| Paper # | AP2021-84 |
| Volume (vol) | vol.121 |
| Number (no) | no.191 |
| Page | pp.64-67 |
| #Pages | 4 |
| Date of Issue | 2021-09-30 (AP) |
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