| Paper Abstract and Keywords |
| Presentation |
2023-01-27 11:40
Radar Detection of Multiple Walking People Using Image-Processing Technique and Generalized Likelihood Ratio Test Jianxuan Yang, Jianxin Yi (Wuhan Univ.), Takuya Sakamoto (Kyoto Univ.), Xianrong Wan (Wuhan Univ.) EST2022-95 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
This study presents a detection algorithm of extended radar targets using image features and achieves the detection of multiple walking people in measured data with realistic scenarios. The proposed detection algorithm uses the target extension phenomenon effectively to improve its detection performance. Firstly, in the echo spectrum image, cells occupied by the extended human body target are clustered using an image region detector. Secondly, the decision is then made based on the generalized likelihood ratio test criterion. The performance of the detector is assessed in comparison with two typical detectors on measured data. Experimental results show that the proposed detector possesses the most robust performance in detecting the echoes from human bodies while rejecting undesired clutters, which will provide sufficient information for the following parameter estimation procedure. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
radar detection / biomedical engineering / vital sign monitoring / image-based detector / extended target / generalized likelihood ratio test / / |
| Reference Info. |
IEICE Tech. Rep., vol. 122, no. 365, EST2022-95, pp. 108-111, Jan. 2023. |
| Paper # |
EST2022-95 |
| Date of Issue |
2023-01-19 (EST) |
| 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 |
EST2022-95 |
| Conference Information |
| Committee |
EST |
| Conference Date |
2023-01-26 - 2023-01-27 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
|
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Simulation techniques, etc. |
| Paper Information |
| Registration To |
EST |
| Conference Code |
2023-01-EST |
| Language |
English |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Radar Detection of Multiple Walking People Using Image-Processing Technique and Generalized Likelihood Ratio Test |
| Sub Title (in English) |
|
| Keyword(1) |
radar detection |
| Keyword(2) |
biomedical engineering |
| Keyword(3) |
vital sign monitoring |
| Keyword(4) |
image-based detector |
| Keyword(5) |
extended target |
| Keyword(6) |
generalized likelihood ratio test |
| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Jianxuan Yang |
| 1st Author's Affiliation |
Wuhan University (Wuhan Univ.) |
| 2nd Author's Name |
Jianxin Yi |
| 2nd Author's Affiliation |
Wuhan University (Wuhan Univ.) |
| 3rd Author's Name |
Takuya Sakamoto |
| 3rd Author's Affiliation |
Kyoto University (Kyoto Univ.) |
| 4th Author's Name |
Xianrong Wan |
| 4th Author's Affiliation |
Wuhan University (Wuhan Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2023-01-27 11:40:00 |
| Presentation Time |
20 minutes |
| Registration for |
EST |
| Paper # |
EST2022-95 |
| Volume (vol) |
vol.122 |
| Number (no) |
no.365 |
| Page |
pp.108-111 |
| #Pages |
4 |
| Date of Issue |
2023-01-19 (EST) |