Paper Abstract and Keywords |
Presentation |
2015-03-06 13:10
A Study on Resource Management of Non-Orthogonal Multiple Access for Reliable Readiness Communication Ken Kobayashi, Shinsuke Ibi, Seiichi Sampei (Osaka Univ.) RCS2014-359 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
This paper proposes resource management methods of non-orthogonal multiple access (NOMA) for reliable readiness communication, with the assistance of machine learning functionality. For the sake of stabile behavior of systems, lower latency rather than high data throughput is sometimes required. To make the latency shorter, plural nodes simultaneously transmit own messages by spectrum sharing on the basis of NOMA. Impacts of interference are suppressed by harmonization of non-orthogonal frequency hopping pattern among nodes. This paper proposes resource management methods based on mutual information and machine learning, Computer simulations confirm that the resource management is capable of suppressing impact of mutual interference under NOMA regime. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Non-Orthogonal Multiple Access / Radio Resources Management / Machine Learning / Local Search / Readiness Communication / / / |
Reference Info. |
IEICE Tech. Rep., vol. 114, no. 490, RCS2014-359, pp. 345-350, March 2015. |
Paper # |
RCS2014-359 |
Date of Issue |
2015-02-25 (RCS) |
ISSN |
Print edition: ISSN 0913-5685 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) |
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RCS2014-359 |
Conference Information |
Committee |
RCS SR SRW |
Conference Date |
2015-03-04 - 2015-03-06 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Tokyo Institute of Technology |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Mobile Communication Workshop |
Paper Information |
Registration To |
RCS |
Conference Code |
2015-03-RCS-SR-SRW |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Study on Resource Management of Non-Orthogonal Multiple Access for Reliable Readiness Communication |
Sub Title (in English) |
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Keyword(1) |
Non-Orthogonal Multiple Access |
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Radio Resources Management |
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Machine Learning |
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Local Search |
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Readiness Communication |
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1st Author's Name |
Ken Kobayashi |
1st Author's Affiliation |
Osaka University (Osaka Univ.) |
2nd Author's Name |
Shinsuke Ibi |
2nd Author's Affiliation |
Osaka University (Osaka Univ.) |
3rd Author's Name |
Seiichi Sampei |
3rd Author's Affiliation |
Osaka University (Osaka Univ.) |
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Speaker |
Author-1 |
Date Time |
2015-03-06 13:10:00 |
Presentation Time |
25 minutes |
Registration for |
RCS |
Paper # |
RCS2014-359 |
Volume (vol) |
vol.114 |
Number (no) |
no.490 |
Page |
pp.345-350 |
#Pages |
6 |
Date of Issue |
2015-02-25 (RCS) |
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