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| Presentation | 2023-03-03 15:35 [Invited Lecture] Research and Development on Wireless Access Technology Based on Factor Analysis of Communication Quality Using Redundant Information Koji Yamamoto (Kyoto Univ.), Mai Ohta (Fukuoka Univ.), Kazuto Yano (ATR), Takayuki Nishio (Kyoto Univ./Tokyo Tech.), Akihito Taya (Kyoto Univ./Univ. Tokyo), Makoto Taromaru (Fukuoka Univ.), Babatunde Ojetunde, Keiichiro Mori (ATR)  SRW2022-66 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In wireless communications, communication quality is observable; in contrast, its degradation factors are generally unobservable. The advancement of machine learning has enabled us to handle vast amounts of information, including transmission periods, which have not been used for transmission control. We call this information enabling factor analysis ``redundancy check information''. This paper presents the implementation of factor analysis using redundancy check information and the development of technology that enhances spectral efficiency based on the analysis results. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Wireless LAN / machine learning / spectrum sharing / sensing / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 122, no. 401, SRW2022-66, pp. 100-105, March 2023. | |
| Paper # | SRW2022-66 | |
| Date of Issue | 2023-02-22 (SRW) | |
| 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 | SRW2022-66 |
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| Conference Information | |
| Committee | RCS SR SRW |
| Conference Date | 2023-03-01 - 2023-03-03 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tokyo Institute of Technology, and Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Mobile Communication Workshop |
| Paper Information | |
| Registration To | SRW |
| Conference Code | 2023-03-RCS-SR-SRW |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Research and Development on Wireless Access Technology Based on Factor Analysis of Communication Quality Using Redundant Information |
| Sub Title (in English) | |
| Keyword(1) | Wireless LAN |
| Keyword(2) | machine learning |
| Keyword(3) | spectrum sharing |
| Keyword(4) | sensing |
| Keyword(5) | |
| Keyword(6) | |
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| Keyword(8) | |
| 1st Author's Name | Koji Yamamoto |
| 1st Author's Affiliation | Kyoto University (Kyoto Univ.) |
| 2nd Author's Name | Mai Ohta |
| 2nd Author's Affiliation | Fukuoka University (Fukuoka Univ.) |
| 3rd Author's Name | Kazuto Yano |
| 3rd Author's Affiliation | Advanced Telecommunications Research Institute International (ATR) |
| 4th Author's Name | Takayuki Nishio |
| 4th Author's Affiliation | Kyoto University/Tokyo Institute of Technology (Kyoto Univ./Tokyo Tech.) |
| 5th Author's Name | Akihito Taya |
| 5th Author's Affiliation | Kyoto University/The University of Tokyo (Kyoto Univ./Univ. Tokyo) |
| 6th Author's Name | Makoto Taromaru |
| 6th Author's Affiliation | Fukuoka University (Fukuoka Univ.) |
| 7th Author's Name | Babatunde Ojetunde |
| 7th Author's Affiliation | Advanced Telecommunications Research Institute International (ATR) |
| 8th Author's Name | Keiichiro Mori |
| 8th Author's Affiliation | Advanced Telecommunications Research Institute International (ATR) |
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| Speaker | Author-1 |
| Date Time | 2023-03-03 15:35:00 |
| Presentation Time | 25 minutes |
| Registration for | SRW |
| Paper # | SRW2022-66 |
| Volume (vol) | vol.122 |
| Number (no) | no.401 |
| Page | pp.100-105 |
| #Pages | 6 |
| Date of Issue | 2023-02-22 (SRW) |
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