| Paper Abstract and Keywords |
| Presentation |
2024-10-17 10:00
[Poster Presentation]
Evaluation of Rayleigh-Quotient-Based Weight Generation and Phase Differential Technique for Body Movement Elimination Ryo Nakayama, Naoki Sawada, Naoki Honma, Kentaro Murata (Iwate Univ.) AP2024-70 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
We have proposed a body movement elimination technique using phase differential technique for vital sign radar, where the BF (Beamforming) weights determine its detection performance.
This paper proposes a method to automatically generate BF weights from the received signal.
First, the proposed method extracts the frequency components corresponding to heartbeat and body movement from the received signal and computes a correlation matrix from each component.
Then, weight #1, which forms a beam to the heartbeat components, and weight #2, which forms a null to the heartbeat components and acquires the body movement components, are generated.
Weight #1 is computed from the first eigenvector of the correlation matrix containing the heartbeat components.
Weight #2 is computed based on the Rayleigh quotient to maximize the ratio of the received power of the body movement components to that of the heartbeat components.
Finally, the body movement components are eliminated by performing BF with computed weights and taking the difference of the phase components of two output signals.
Simulation results showed that the proposed method can generate the desired weights.
Moreover, the heartbeat response estimated by the proposed method had a correlation coefficient of 0.993 with the ground truth. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
heart rate / body movement elimination / Rayleigh quotient / / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 124, no. 206, AP2024-70, pp. 55-56, Oct. 2024. |
| Paper # |
AP2024-70 |
| Date of Issue |
2024-10-09 (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 |
AP2024-70 |
| Conference Information |
| Committee |
AP |
| Conference Date |
2024-10-16 - 2024-10-18 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
ACROS Fukuoka |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Student Session, Antennas and Propagation |
| Paper Information |
| Registration To |
AP |
| Conference Code |
2024-10-AP |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Evaluation of Rayleigh-Quotient-Based Weight Generation and Phase Differential Technique for Body Movement Elimination |
| Sub Title (in English) |
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| Keyword(1) |
heart rate |
| Keyword(2) |
body movement elimination |
| Keyword(3) |
Rayleigh quotient |
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| 1st Author's Name |
Ryo Nakayama |
| 1st Author's Affiliation |
Iwate University (Iwate Univ.) |
| 2nd Author's Name |
Naoki Sawada |
| 2nd Author's Affiliation |
Iwate University (Iwate Univ.) |
| 3rd Author's Name |
Naoki Honma |
| 3rd Author's Affiliation |
Iwate University (Iwate Univ.) |
| 4th Author's Name |
Kentaro Murata |
| 4th Author's Affiliation |
Iwate University (Iwate Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2024-10-17 10:00:00 |
| Presentation Time |
110 minutes |
| Registration for |
AP |
| Paper # |
AP2024-70 |
| Volume (vol) |
vol.124 |
| Number (no) |
no.206 |
| Page |
pp.55-56 |
| #Pages |
2 |
| Date of Issue |
2024-10-09 (AP) |