| Paper Abstract and Keywords |
| Presentation |
2025-10-24 14:05
Power-Weighted Histogram-Based Micro-Doppler Spectrogram Estimation Using a FMCW Array Radar System Shoma Nagata, Takuya Sakamoto (Kyoto Univ.) EMCJ2025-62 MW2025-148 EST2025-75 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Spectrograms containing micro-Doppler components induced by limb motion play an important role in a wide range of applications, including human activity recognition, personal identification, and fall detection using deep learning. In general, spectrogram computation with radar relies on slow-time signals; however, aliasing becomes a challenge when measuring fast-moving human body parts. On the other hand, while the use of chirp signals with shorter sampling intervals increases the maximum measurable velocity, conventional Doppler-FFT suffers from limited velocity resolution under hardware constraints with a small number of transmitted chirps. To address this issue, we propose a spectrogram computation method that does not rely on Doppler-FFT by combining reflection signal separation with a power-weighted histogram. Furthermore, we quantitatively validate the effectiveness of the proposed method through radar measurement experiments on human gait. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
array radar / chirp radar / micro-Doppler / spectrogram / human gait / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 125, no. 210, EST2025-75, pp. 130-135, Oct. 2025. |
| Paper # |
EST2025-75 |
| Date of Issue |
2025-10-16 (EMCJ, MW, 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 |
EMCJ2025-62 MW2025-148 EST2025-75 |
| Conference Information |
| Committee |
EMCJ MW EST IEE-EMC |
| Conference Date |
2025-10-23 - 2025-10-24 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
|
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
EST |
| Conference Code |
2025-10-EMCJ-MW-EST-EMC |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Power-Weighted Histogram-Based Micro-Doppler Spectrogram Estimation Using a FMCW Array Radar System |
| Sub Title (in English) |
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| Keyword(1) |
array radar |
| Keyword(2) |
chirp radar |
| Keyword(3) |
micro-Doppler |
| Keyword(4) |
spectrogram |
| Keyword(5) |
human gait |
| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Shoma Nagata |
| 1st Author's Affiliation |
Kyoto University (Kyoto Univ.) |
| 2nd Author's Name |
Takuya Sakamoto |
| 2nd Author's Affiliation |
Kyoto University (Kyoto Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2025-10-24 14:05:00 |
| Presentation Time |
25 minutes |
| Registration for |
EST |
| Paper # |
EMCJ2025-62, MW2025-148, EST2025-75 |
| Volume (vol) |
vol.125 |
| Number (no) |
no.208(EMCJ), no.209(MW), no.210(EST) |
| Page |
pp.130-135 |
| #Pages |
6 |
| Date of Issue |
2025-10-16 (EMCJ, MW, EST) |