| IEICE Technical Committee Submission System Conference Paper's Information |
Online Proceedings [Sign in] Tech. Rep. Archives |
| Go Top Page | Go Previous | [Japanese] / [English] |
| Paper Abstract and Keywords | ||
| Presentation | 2023-03-03 13:20 A study on anomalous signal detection from ELF electromagnetic wave data using autoencoder Hideo Kohatsu, Akitoshi Itai (Chubu Univ.), Ichi Takumi (NITech), Hiroshi Yasukawa (Aichi Prefectural Univ.)  SIS2022-55 |
|
| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | It is know that the electromagnetic (EM) wave radiated from the earth's crust is observed before the great earthquake. The EM wave recorded in extremely low frequency band includes important information to understand the precursor phenomena of great earthquakes. The conventional research proposed EM wave classifier which does not require the training data of anomalous EM wave. However, the time resolution of anomalous EM wave detection is not enough. In this paper, we propose the anomalous detection of based on Autoencoder using an EM wave data to achieve a high time resolution detection. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | ELF band electromagnetic wave / Anomalous signal detection / Autoencoder / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 122, no. 410, SIS2022-55, pp. 81-85, March 2023. | |
| Paper # | SIS2022-55 | |
| Date of Issue | 2023-02-23 (SIS) | |
| 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 | SIS2022-55 |
|
| Conference Information | |
| Committee | SIS |
| Conference Date | 2023-03-02 - 2023-03-03 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Chiba Institute of Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | SIS |
| Conference Code | 2023-03-SIS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A study on anomalous signal detection from ELF electromagnetic wave data using autoencoder |
| Sub Title (in English) | |
| Keyword(1) | ELF band electromagnetic wave |
| Keyword(2) | Anomalous signal detection |
| Keyword(3) | Autoencoder |
| Keyword(4) | |
| Keyword(5) | |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Hideo Kohatsu |
| 1st Author's Affiliation | Chubu University (Chubu Univ.) |
| 2nd Author's Name | Akitoshi Itai |
| 2nd Author's Affiliation | Chubu University (Chubu Univ.) |
| 3rd Author's Name | Ichi Takumi |
| 3rd Author's Affiliation | Nagoya Institute of Technology (NITech) |
| 4th Author's Name | Hiroshi Yasukawa |
| 4th Author's Affiliation | Aichi Prefectural University (Aichi Prefectural Univ.) |
| 5th Author's Name | |
| 5th Author's Affiliation | () |
| 6th Author's Name | |
| 6th Author's Affiliation | () |
| Speaker | Author-1 |
| Date Time | 2023-03-03 13:20:00 |
| Presentation Time | 20 minutes |
| Registration for | SIS |
| Paper # | SIS2022-55 |
| Volume (vol) | vol.122 |
| Number (no) | no.410 |
| Page | pp.81-85 |
| #Pages | 5 |
| Date of Issue | 2023-02-23 (SIS) |
[Return to Top Page]