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Paper Abstract and Keywords
Presentation 2022-07-14 11:20
A Study of Quantum Computing-based Cluster-Layering Method in Distributed Antenna Networks
Keishi Hanakago, Ryo Takahashi, Takahiro Ohyama (PSNRD), Fumiyuki Adachi (Tohoku Univ.) RCS2022-82
Abstract (in Japanese) (See Japanese page) 
(in English) In distributed antenna networks, where a large number of antennas are deployed in a communication service area, distributed MIMO is effective in terms of avoiding interference and reducing computation. However, as the number of users in the area increases and accordingly, the cluster density increases, the impact of inter-cluster interference increases, causing SINR degradation, especially for users at the edge of clusters. Although time- or frequency-division communication of each cluster is considered to avoid inter-cluster interference, the resource allocation problem for a large number of clusters is expected to be a large-scale combinatorial optimization problem, which will be difficult to solve. In this paper, we propose a quantum annealing-based cluster-layering for scheduling each cluster. We formulate QUBO for cluster-layering based on cluster centroid information. We evaluate the user capacity, the sum capacity, and the fairness among users by computer simulation to show the effectiveness of cluster-layering for scheduling each cluster by quantum computing.
Keyword (in Japanese) (See Japanese page) 
(in English) distributed antenna network / inter-cluster interference / scheduling / computing / / / /  
Reference Info. IEICE Tech. Rep., vol. 122, no. 106, RCS2022-82, pp. 66-71, July 2022.
Paper # RCS2022-82 
Date of Issue 2022-07-06 (RCS) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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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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Conference Information
Committee NS SR RCS SeMI RCC  
Conference Date 2022-07-13 - 2022-07-15 
Place (in Japanese) (See Japanese page) 
Place (in English) The Kanazawa Theatre + 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 RCS 
Conference Code 2022-07-NS-SR-RCS-SeMI-RCC 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Study of Quantum Computing-based Cluster-Layering Method in Distributed Antenna Networks 
Sub Title (in English)  
Keyword(1) distributed antenna network  
Keyword(2) inter-cluster interference  
Keyword(3) scheduling  
Keyword(4) computing  
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1st Author's Name Keishi Hanakago  
1st Author's Affiliation Panasonic System Networks R&D Lab Co., Ltd. (PSNRD)
2nd Author's Name Ryo Takahashi  
2nd Author's Affiliation Panasonic System Networks R&D Lab Co., Ltd. (PSNRD)
3rd Author's Name Takahiro Ohyama  
3rd Author's Affiliation Panasonic System Networks R&D Lab Co., Ltd. (PSNRD)
4th Author's Name Fumiyuki Adachi  
4th Author's Affiliation Tohoku University (Tohoku Univ.)
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Speaker Author-1 
Date Time 2022-07-14 11:20:00 
Presentation Time 25 minutes 
Registration for RCS 
Paper # RCS2022-82 
Volume (vol) vol.122 
Number (no) no.106 
Page pp.66-71 
#Pages
Date of Issue 2022-07-06 (RCS) 


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