| Paper Abstract and Keywords |
| Presentation |
2023-01-20 11:15
Optimization of residual energy of devices by controlling the path of wireless charging robots Toshiki Nishidani, Hiroshi Saito (UTokyo) WPT2022-27 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Wireless charging to devices located at a distance provides convenient and reliable power supply. We focused on optimizing the charging power to mobile devices. In order to maximize the remaining battery power of the device, we proposed three methods to route the charger: a method that predicts the device locations, a method using particle swarm optimization (PSO), and a method using reinforcement learning (Deep-Q-Network). Numerical experiments showed that the proposed method using PSO performed the best, while the other methods performed poorly due to problems in optimizing the charging time. In addition, the computation time evaluation suggested that Deep-Q could be computed on the cloud, while the other methods could be computed on the charger. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Wireless Power Transfer / Tour Planning / / / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 122, no. 340, WPT2022-27, pp. 1-6, Jan. 2023. |
| Paper # |
WPT2022-27 |
| Date of Issue |
2023-01-13 (WPT) |
| 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 |
WPT2022-27 |
| Conference Information |
| Committee |
AP WPT |
| Conference Date |
2023-01-19 - 2023-01-20 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Hiroshima Institute of Technology |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Radio propagation, Wireless transmission technology, Antennas and Propagation |
| Paper Information |
| Registration To |
WPT |
| Conference Code |
2023-01-AP-WPT |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Optimization of residual energy of devices by controlling the path of wireless charging robots |
| Sub Title (in English) |
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| Keyword(1) |
Wireless Power Transfer |
| Keyword(2) |
Tour Planning |
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| 1st Author's Name |
Toshiki Nishidani |
| 1st Author's Affiliation |
The University of Tokyo (UTokyo) |
| 2nd Author's Name |
Hiroshi Saito |
| 2nd Author's Affiliation |
The University of Tokyo (UTokyo) |
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| Speaker |
Author-1 |
| Date Time |
2023-01-20 11:15:00 |
| Presentation Time |
25 minutes |
| Registration for |
WPT |
| Paper # |
WPT2022-27 |
| Volume (vol) |
vol.122 |
| Number (no) |
no.340 |
| Page |
pp.1-6 |
| #Pages |
6 |
| Date of Issue |
2023-01-13 (WPT) |