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Paper Abstract and Keywords
Presentation 2023-01-27 13:45
Transmission channel selection scheme with multi-armed bandit algorithm for IEEE 802.11be wireless LAN
Kazuto Yano, Keiichiro Mori, Babatunde Ojetunde (ATR), Takashi Imanaka, Mai Ohta, Makoto Taromaru (Fukuoka Univ.) SR2022-78
Abstract (in Japanese) (See Japanese page) 
(in English) In order to realize efficient spectrum sharing among CSMA/CA and non-CSMA/CA wireless systems, the authors have proposed a transmission channel selection scheme based on multi-armed bandit algorithm applicable to IEEE 802.11be wireless LAN. In the proposed scheme, reward is calculated by taking account for the IDLE duration after frame transmission, the transmission delay and the payload length of the transmitted frame in order to balance spectral efficiency, transmission delay and throughput. This paper compares the transmission performance of the proposed scheme with different exploration-exploitation strategies ($epsilon$-greedy algorithm and UCB1 algorithm) through system-level simulation assuming multiple BSSs with the proposed scheme.
Keyword (in Japanese) (See Japanese page) 
(in English) wireless LAN / IEEE 802.11be / multi-armed bandit algorithm / transmit channel selection / spectrum sharing / / /  
Reference Info. IEICE Tech. Rep., vol. 122, no. 364, SR2022-78, pp. 35-42, Jan. 2023.
Paper # SR2022-78 
Date of Issue 2023-01-19 (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 SR2022-78

Conference Information
Committee SR UWT  
Conference Date 2023-01-26 - 2023-01-27 
Place (in Japanese) (See Japanese page) 
Place (in English) Takanawa Campus, Tokai Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Cognitive Radio, Spectrum Management, Heterogeneous Network, SDN, Machine Learning Application, etc. 
Paper Information
Registration To SR 
Conference Code 2023-01-SR-UWT 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Transmission channel selection scheme with multi-armed bandit algorithm for IEEE 802.11be wireless LAN 
Sub Title (in English)  
Keyword(1) wireless LAN  
Keyword(2) IEEE 802.11be  
Keyword(3) multi-armed bandit algorithm  
Keyword(4) transmit channel selection  
Keyword(5) spectrum sharing  
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1st Author's Name Kazuto Yano  
1st Author's Affiliation Advanced Telecommunications Research Institute International (ATR)
2nd Author's Name Keiichiro Mori  
2nd Author's Affiliation Advanced Telecommunications Research Institute International (ATR)
3rd Author's Name Babatunde Ojetunde  
3rd Author's Affiliation Advanced Telecommunications Research Institute International (ATR)
4th Author's Name Takashi Imanaka  
4th Author's Affiliation Fukuoka Umiversity (Fukuoka Univ.)
5th Author's Name Mai Ohta  
5th Author's Affiliation Fukuoka Umiversity (Fukuoka Univ.)
6th Author's Name Makoto Taromaru  
6th Author's Affiliation Fukuoka Umiversity (Fukuoka Univ.)
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Speaker Author-1 
Date Time 2023-01-27 13:45:00 
Presentation Time 25 minutes 
Registration for SR 
Paper # SR2022-78 
Volume (vol) vol.122 
Number (no) no.364 
Page pp.35-42 
#Pages 8 
Date of Issue 2023-01-19 (SR) 

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