Paper Abstract and Keywords |
Presentation |
2022-03-27 17:05
Reinforcement-learning based selection of CWmin in IEEE 802.11 networks. Kosuke Sanada (Mie Univ.) CCS2021-51 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
This paper proposes Q-learning based selection of contention window minimum value in IEEE 802.11 networks. In the proposed scheme, each node has a learning agent, and learns and searches an optimal selection of contention window minimum value from own transmission attempts. The effectiveness of the proposed scheme is shown from computer simulation results. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
IEEE 802.11 / Reinforcement-learning / Q-learnin / Distribute Coordination Function (DCF) / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 121, no. 442, CCS2021-51, pp. 90-95, March 2022. |
Paper # |
CCS2021-51 |
Date of Issue |
2022-03-20 (CCS) |
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) |
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CCS2021-51 |
Conference Information |
Committee |
CCS |
Conference Date |
2022-03-27 - 2022-03-27 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
RUSUTSU RESORT HOTEL & CONVENTION |
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(See Japanese page) |
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Paper Information |
Registration To |
CCS |
Conference Code |
2022-03-CCS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Reinforcement-learning based selection of CWmin in IEEE 802.11 networks. |
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Keyword(1) |
IEEE 802.11 |
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Reinforcement-learning |
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Q-learnin |
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Distribute Coordination Function (DCF) |
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1st Author's Name |
Kosuke Sanada |
1st Author's Affiliation |
Mie University (Mie Univ.) |
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Speaker |
Author-1 |
Date Time |
2022-03-27 17:05:00 |
Presentation Time |
25 minutes |
Registration for |
CCS |
Paper # |
CCS2021-51 |
Volume (vol) |
vol.121 |
Number (no) |
no.442 |
Page |
pp.90-95 |
#Pages |
6 |
Date of Issue |
2022-03-20 (CCS) |