| 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 | 2022-05-13 11:00 Performance Evaluation of Highly Efficient Information Collection Methods by Trend Analysis of Sensor Information Using Pre-learning Ryuji Miyamoto, Osamu Takyu, Hiroshi Fujiwara (Shinshu Univ.), Koichi Adachi (UEC), Mai Ohta (Fukuoka Univ.), Takeo Fujii (UEC)  SR2022-14 |
|
| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | LPWA (Low Power Wide Area), a low-power, long-distance communication method, has been attracting attention. Level Index Modulation (PLIM) has a problem of missing information due to packet collision when multiple sensors select the same index. In this study, we established an optimal design based on a mathematical model that minimizes the probability of packet collision by using a trend analysis of prior sensor information in the index design, which is the correspondence between packet transmission time, selected channel, and transmitted information. In this paper, we proceeded with the characterization by computer simulation and showed that the proposed design method can suppress the packet collision probability better than the conventional method. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | PLIM / Mathematical Optimization / / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 122, no. 12, SR2022-14, pp. 61-66, May 2022. | |
| Paper # | SR2022-14 | |
| Date of Issue | 2022-05-04 (SR) | |
| 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 | SR2022-14 |
|
| Conference Information | |
| Committee | SR |
| Conference Date | 2022-05-11 - 2022-05-13 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | NICT Koganei |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Software Defined Radio, AI/Machine Learning, Quantum-assisted wireless communications, etc. |
| Paper Information | |
| Registration To | SR |
| Conference Code | 2022-05-SR |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Performance Evaluation of Highly Efficient Information Collection Methods by Trend Analysis of Sensor Information Using Pre-learning |
| Sub Title (in English) | |
| Keyword(1) | PLIM |
| Keyword(2) | Mathematical Optimization |
| Keyword(3) | |
| Keyword(4) | |
| Keyword(5) | |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Ryuji Miyamoto |
| 1st Author's Affiliation | Shinshu University (Shinshu Univ.) |
| 2nd Author's Name | Osamu Takyu |
| 2nd Author's Affiliation | Shinshu University (Shinshu Univ.) |
| 3rd Author's Name | Hiroshi Fujiwara |
| 3rd Author's Affiliation | Shinshu University (Shinshu Univ.) |
| 4th Author's Name | Koichi Adachi |
| 4th Author's Affiliation | The University of Electro-Communications (UEC) |
| 5th Author's Name | Mai Ohta |
| 5th Author's Affiliation | Fukuoka University (Fukuoka Univ.) |
| 6th Author's Name | Takeo Fujii |
| 6th Author's Affiliation | The University of Electro-Communications (UEC) |
| 7th Author's Name | |
| 7th Author's Affiliation | () |
| 8th Author's Name | |
| 8th Author's Affiliation | () |
| 9th Author's Name | |
| 9th Author's Affiliation | () |
| 10th Author's Name | |
| 10th Author's Affiliation | () |
| 11th Author's Name | |
| 11th Author's Affiliation | () |
| 12th Author's Name | |
| 12th Author's Affiliation | () |
| 13th Author's Name | |
| 13th Author's Affiliation | () |
| 14th Author's Name | |
| 14th Author's Affiliation | () |
| 15th Author's Name | |
| 15th Author's Affiliation | () |
| 16th Author's Name | |
| 16th Author's Affiliation | () |
| 17th Author's Name | |
| 17th Author's Affiliation | () |
| 18th Author's Name | |
| 18th Author's Affiliation | () |
| Speaker | Author-1 |
| Date Time | 2022-05-13 11:00:00 |
| Presentation Time | 25 minutes |
| Registration for | SR |
| Paper # | SR2022-14 |
| Volume (vol) | vol.122 |
| Number (no) | no.12 |
| Page | pp.61-66 |
| #Pages | 6 |
| Date of Issue | 2022-05-04 (SR) |
[Return to Top Page]