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Paper Abstract and Keywords
Presentation 2021-04-15 15:20
[Invited Talk] Scaling limits of interference fields in spatial stochastic models of ultra-dense wireless networks
Naoto Miyoshi (Tokyo Tech) NS2021-8
Abstract (in Japanese) (See Japanese page) 
(in English) Recently, ultra-dense wireless networks have been attracting attention to cope with the increasing data volume in wireless communication networks, where we can ensure a large number of links enabling large-volume data communication by setting up a large number of wireless base stations with low power and narrow range. However, when wireless base stations are placed at high density, radio interference may become an issue. In this talk, we consider a spatial stochastic model of wireless networks, which represents the irregular deployments of wireless nodes as a spatial point process, and introduce a kind of central limit theorems that hold for a stochastic field representing the radio interference as the intensity of the point process (density of points) goes to infinity. First, we show that when the point process is a homogeneous Poisson point process, a normal or stable stochastic field can be derived as the scaling limit of the interference field. We also extend the result to the case where the point process is a stationary determinantal point process. Furthermore, we demonstrate how these limit theorems can be used to approximate the performance of ultra-dense wireless networks.
Keyword (in Japanese) (See Japanese page) 
(in English) wireless communication networks / spatial stochastic models / interference fields / scaling limits / / / /  
Reference Info. IEICE Tech. Rep., vol. 121, no. 2, NS2021-8, pp. 43-46, April 2021.
Paper # NS2021-8 
Date of Issue 2021-04-08 (NS) 
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 NS2021-8

Conference Information
Committee NS  
Conference Date 2021-04-15 - 2021-04-16 
Place (in Japanese) (See Japanese page) 
Place (in English) Online 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Traffic, Network evaluation, Performance, Resource control and management, Traffic engineering, Network reliability and resilience, Network Intelligence and AI, etc. 
Paper Information
Registration To NS 
Conference Code 2021-04-NS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Scaling limits of interference fields in spatial stochastic models of ultra-dense wireless networks 
Sub Title (in English)  
Keyword(1) wireless communication networks  
Keyword(2) spatial stochastic models  
Keyword(3) interference fields  
Keyword(4) scaling limits  
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1st Author's Name Naoto Miyoshi  
1st Author's Affiliation Tokyo Institute of Technology (Tokyo Tech)
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Speaker Author-1 
Date Time 2021-04-15 15:20:00 
Presentation Time 45 minutes 
Registration for NS 
Paper # NS2021-8 
Volume (vol) vol.121 
Number (no) no.2 
Page pp.43-46 
#Pages 4 
Date of Issue 2021-04-08 (NS) 

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