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| Paper Abstract and Keywords | ||
| Presentation | 2020-03-05 09:50 Reinforcement learning based channel selection scheme for WiFi-LTE coexistence in unlicensed spectrum Yuki Kishimoto, Xiaoyan Wang, Masahiro Umehira (Ibaraki Univ.)  SR2019-124 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In recent years, with the rapid increase in mobile traffic, there is an increasing demand of wider bandwidth for mobile communication system LTE. To this end, LTE is allowed to offload some data traffic from licensed spectrum to unlicensed spectrum used by WiFi. The existing channel selection method based on received power sensing has drawbacks in terms of low utilization efficiency and poor performance in a dynamic use case. In order to solve these problems, we propose a channel selection method using reinforcement learning, and evaluate its performance by simulations. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Unlicensed spectrum / Channel selection / Reinforcement learning / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 119, no. 449, SR2019-124, pp. 65-70, March 2020. | |
| Paper # | SR2019-124 | |
| Date of Issue | 2020-02-26 (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 | SR2019-124 |
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| Conference Information | |
| Committee | RCS SR SRW |
| Conference Date | 2020-03-04 - 2020-03-06 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tokyo Institute of Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Mobile Communication Workshop |
| Paper Information | |
| Registration To | SR |
| Conference Code | 2020-03-RCS-SR-SRW |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Reinforcement learning based channel selection scheme for WiFi-LTE coexistence in unlicensed spectrum |
| Sub Title (in English) | |
| Keyword(1) | Unlicensed spectrum |
| Keyword(2) | Channel selection |
| Keyword(3) | Reinforcement learning |
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| 1st Author's Name | Yuki Kishimoto |
| 1st Author's Affiliation | Graduate School of Ibaraki University (Ibaraki Univ.) |
| 2nd Author's Name | Xiaoyan Wang |
| 2nd Author's Affiliation | Graduate School of Ibaraki University (Ibaraki Univ.) |
| 3rd Author's Name | Masahiro Umehira |
| 3rd Author's Affiliation | Graduate School of Ibaraki University (Ibaraki Univ.) |
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| Speaker | Author-1 |
| Date Time | 2020-03-05 09:50:00 |
| Presentation Time | 25 minutes |
| Registration for | SR |
| Paper # | SR2019-124 |
| Volume (vol) | vol.119 |
| Number (no) | no.449 |
| Page | pp.65-70 |
| #Pages | 6 |
| Date of Issue | 2020-02-26 (SR) |
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