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| Presentation | 2021-01-22 14:25 [Invited Lecture] Target Enumeration Based on Spectral Processing in MIMO Radar Kazuki Numazaki, Naoki Honma, Nobuyuki Shiraki, Kentaro Murata (Iwate Univ.), Takeshi Nakayama, Shoichi Iizuka (Panasonic)  AP2020-114 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | This report proposes and experimentally assesses two methods that estimate the number of targets using a Capon spectrum for microwave biosensors. A peak detection or a machine-learning-based classification technique is used to detect the number of living bodies in our method. The experiment using 4 × 4 MIMO (Multiple-Input Multiple-Output) radar is carried out in an indoor environment. The number estimation results with the targets up to 3 showed that the machine-learning-based method marked 89.8% accuracy while the peak detection method yielded 69.5% accuracy. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | MIMO radar / microwave sensor / counting living-bodies / Capon method / machine learning / CNN / / | |
| Reference Info. | IEICE Tech. Rep., vol. 120, no. 325, AP2020-114, pp. 61-66, Jan. 2021. | |
| Paper # | AP2020-114 | |
| Date of Issue | 2021-01-14 (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 | AP2020-114 |
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| Conference Information | |
| Committee | WPT AP |
| Conference Date | 2021-01-21 - 2021-01-22 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | AP |
| Conference Code | 2021-01-WPT-AP |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Target Enumeration Based on Spectral Processing in MIMO Radar |
| Sub Title (in English) | |
| Keyword(1) | MIMO radar |
| Keyword(2) | microwave sensor |
| Keyword(3) | counting living-bodies |
| Keyword(4) | Capon method |
| Keyword(5) | machine learning |
| Keyword(6) | CNN |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Kazuki Numazaki |
| 1st Author's Affiliation | Iwate University (Iwate Univ.) |
| 2nd Author's Name | Naoki Honma |
| 2nd Author's Affiliation | Iwate University (Iwate Univ.) |
| 3rd Author's Name | Nobuyuki Shiraki |
| 3rd Author's Affiliation | Iwate University (Iwate Univ.) |
| 4th Author's Name | Kentaro Murata |
| 4th Author's Affiliation | Iwate University (Iwate Univ.) |
| 5th Author's Name | Takeshi Nakayama |
| 5th Author's Affiliation | Panasonic Corporation (Panasonic) |
| 6th Author's Name | Shoichi Iizuka |
| 6th Author's Affiliation | Panasonic Corporation (Panasonic) |
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| Speaker | Author-1 |
| Date Time | 2021-01-22 14:25:00 |
| Presentation Time | 25 minutes |
| Registration for | AP |
| Paper # | AP2020-114 |
| Volume (vol) | vol.120 |
| Number (no) | no.325 |
| Page | pp.61-66 |
| #Pages | 6 |
| Date of Issue | 2021-01-14 (AP) |
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