| Paper Abstract and Keywords |
| Presentation |
2023-08-04 10:58
Resource Allocation Optimization in Multi-User NOMA Systems Using Higher-Order Hamiltonians Shuho Ishibashi, Ohtsuka Teppei, Maki Arai (TUS), Aohan Li (UEC), Hiroki Takesue, Kensuke Inaba (NTT), Kazuyuki Aihara (UT), Mikio Hasegawa (TUS) CCS2023-24 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Non-Orthogonal Multiple Access (NOMA) is a next-generation communication technology in which multiple users share a single wireless resource. The resource allocation problem in NOMA systems, where up to two users are multiplexed onto a single channel, can be formulated in terms of a fundamental Ising Hamiltonian, which can be described by up to second-order interactions. In NOMA, it is possible to multiplex more than three users on a single channel in a good communication environment. In this paper, we derive higher-order interactions and external magnetic fields for the optimization of NOMA systems with more than three multiplexed users per channel, and show that for small-scale problems, good solutions that are close to exact solutions can be obtained, and that solutions can be obtained very quickly. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Non-Orthogonal Multiple Access / Coherent Ising Machine / Quantum Annealing / / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 123, no. 147, CCS2023-24, pp. 37-42, Aug. 2023. |
| Paper # |
CCS2023-24 |
| Date of Issue |
2023-07-27 (CCS) |
| 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 |
CCS2023-24 |
| Conference Information |
| Committee |
CCS IN |
| Conference Date |
2023-08-03 - 2023-08-04 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Banya-no-yu |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
CCS, IN, etc. |
| Paper Information |
| Registration To |
CCS |
| Conference Code |
2023-08-CCS-IN |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Resource Allocation Optimization in Multi-User NOMA Systems Using Higher-Order Hamiltonians |
| Sub Title (in English) |
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| Keyword(1) |
Non-Orthogonal Multiple Access |
| Keyword(2) |
Coherent Ising Machine |
| Keyword(3) |
Quantum Annealing |
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| 1st Author's Name |
Shuho Ishibashi |
| 1st Author's Affiliation |
Tokyo University of Science (TUS) |
| 2nd Author's Name |
Ohtsuka Teppei |
| 2nd Author's Affiliation |
Tokyo University of Science (TUS) |
| 3rd Author's Name |
Maki Arai |
| 3rd Author's Affiliation |
Tokyo University of Science (TUS) |
| 4th Author's Name |
Aohan Li |
| 4th Author's Affiliation |
The University of Electro-Communications (UEC) |
| 5th Author's Name |
Hiroki Takesue |
| 5th Author's Affiliation |
NTT Basic Research Laboratories, NTT Corporation (NTT) |
| 6th Author's Name |
Kensuke Inaba |
| 6th Author's Affiliation |
NTT Basic Research Laboratories, NTT Corporation (NTT) |
| 7th Author's Name |
Kazuyuki Aihara |
| 7th Author's Affiliation |
International Research Center for Neurointelligence, The University of Tokyo (UT) |
| 8th Author's Name |
Mikio Hasegawa |
| 8th Author's Affiliation |
Tokyo University of Science (TUS) |
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| Speaker |
Author-1 |
| Date Time |
2023-08-04 10:58:00 |
| Presentation Time |
18 minutes |
| Registration for |
CCS |
| Paper # |
CCS2023-24 |
| Volume (vol) |
vol.123 |
| Number (no) |
no.147 |
| Page |
pp.37-42 |
| #Pages |
6 |
| Date of Issue |
2023-07-27 (CCS) |