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Paper Abstract and Keywords
Presentation 2023-07-13 16:10
[Short Paper] Detection of Hidden Nodes Using Wireless LAN Sensing Data
Hayato Mukasa, Fujii Takeo (UEC) SR2023-39
Abstract (in Japanese) (See Japanese page) 
(in English) The Internet of Things (IoT) is attracting attention for monitoring the status of equipment in indoor environments such as factories. In wireless LANs used in the IoT, carrier sense multiple access with collision avoidance (CSMA/CA) achieves autonomous distributed control. However, it is known that the communication efficiency in CSMA/CA is greatly degraded due to the hidden node problem. Therefore, to detect the occurrence of hidden nodes, this paper proposes a method for discriminating whether two nodes are hidden nodes or not by learning the information from the packets using logistic regression. Through computer simulations, when the offered load is 9 [Mbps], it is possible to discriminate whether two nodes are hidden nodes with 80%.
Keyword (in Japanese) (See Japanese page) 
(in English) Indoor Environment / Hidden Node / Spectrum Database / CSMA/CA / Logistic Regression / / /  
Reference Info. IEICE Tech. Rep., vol. 123, no. 109, SR2023-39, pp. 52-54, July 2023.
Paper # SR2023-39 
Date of Issue 2023-07-05 (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 SR2023-39

Conference Information
Committee SeMI RCS RCC NS SR  
Conference Date 2023-07-12 - 2023-07-14 
Place (in Japanese) (See Japanese page) 
Place (in English) Osaka University Nakanoshima Center + Online 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Distributed Wireless Network, M2M (Machine-to-Machine)，D2D (Device-to-Device)，IoT（Internet of Things）, etc 
Paper Information
Registration To SR 
Conference Code 2023-07-SeMI-RCS-RCC-NS-SR 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Detection of Hidden Nodes Using Wireless LAN Sensing Data 
Sub Title (in English)  
Keyword(1) Indoor Environment  
Keyword(2) Hidden Node  
Keyword(3) Spectrum Database  
Keyword(4) CSMA/CA  
Keyword(5) Logistic Regression  
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Keyword(7)  
Keyword(8)  
1st Author's Name Hayato Mukasa  
1st Author's Affiliation The University of Electro-Communications (UEC)
2nd Author's Name Fujii Takeo  
2nd Author's Affiliation The University of Electro-Communications (UEC)
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Speaker Author-1 
Date Time 2023-07-13 16:10:00 
Presentation Time 15 minutes 
Registration for SR 
Paper # SR2023-39 
Volume (vol) vol.123 
Number (no) no.109 
Page pp.52-54 
#Pages 3 
Date of Issue 2023-07-05 (SR) 

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