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Paper Abstract and Keywords
Presentation 2024-01-18 16:45
Performance Evaluation of Offset Optimization Using Neural Networks for Cell Range Expansion
Mitsuto Sato, Yuki Kusaka, Nobuhiko Miki (Kagawa Univ.) IT2023-47 SIP2023-80 RCS2023-222
Abstract (in Japanese) (See Japanese page) 
(in English) Initiating commercial services globally, fifth-generation mobile communication systems (5G) are expanding quickly. In 5G, it is essential to increase the density of base stations and to use high-frequency bands. Appropriate allocation of these radio resources (base stations and frequency bands are collectively called radio resources) is important to achieve the benefits of increased radio resources. In this report, we assess the properties of an allocation strategy that, with regard to offset optimization in cell range expansion, integrates machine learning and convex optimization based on proportional fairness criteria.
Keyword (in Japanese) (See Japanese page) 
(in English) Small cell / Cell range expansion / Proportional fairness criteria / Neural network / / / /  
Reference Info. IEICE Tech. Rep., vol. 123, no. 340, RCS2023-222, pp. 88-92, Jan. 2024.
Paper # RCS2023-222 
Date of Issue 2024-01-11 (IT, SIP, RCS) 
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 IT2023-47 SIP2023-80 RCS2023-222

Conference Information
Committee SIP IT RCS  
Conference Date 2024-01-18 - 2024-01-19 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
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Paper Information
Registration To RCS 
Conference Code 2024-01-SIP-IT-RCS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Performance Evaluation of Offset Optimization Using Neural Networks for Cell Range Expansion 
Sub Title (in English)  
Keyword(1) Small cell  
Keyword(2) Cell range expansion  
Keyword(3) Proportional fairness criteria  
Keyword(4) Neural network  
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1st Author's Name Mitsuto Sato  
1st Author's Affiliation Kagawa University (Kagawa Univ.)
2nd Author's Name Yuki Kusaka  
2nd Author's Affiliation Kagawa University (Kagawa Univ.)
3rd Author's Name Nobuhiko Miki  
3rd Author's Affiliation Kagawa University (Kagawa Univ.)
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Speaker Author-1 
Date Time 2024-01-18 16:45:00 
Presentation Time 25 minutes 
Registration for RCS 
Paper # IT2023-47, SIP2023-80, RCS2023-222 
Volume (vol) vol.123 
Number (no) no.338(IT), no.339(SIP), no.340(RCS) 
Page pp.88-92 
#Pages 5 
Date of Issue 2024-01-11 (IT, SIP, RCS) 

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