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| Presentation | 2008-10-23 09:50 [Invited Talk] Cognitive Wireless Networks and Autonomous Optimization Algorithms Mikio Hasegawa (Tokyo Univ. of Science/NICT)  RCS2008-114 SR2008-51 AN2008-39 USN2008-51 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Various combinatorial optimization algorithms have been proposed and applied to various problems in many fields. As one of those algorithms, neural network models, which are a kind of parallel processing systems, have been utilized to find an optimal solution of some given problem. Such an algorithm based on the neural networks can optimize objective functions by decentralized processing. Therefore, this approach is considered suitable for solving optimization problems in heterogeneous and distributed wireless networks. In this paper, decentralized optimization algorithm based on the neural dynamics is applied to the problems in wireless networks, such as load balancing. Furthermore, the neural network based algorithm is implemented on laptop PCs for distributed decision making. The results show that this approach can optimize the total system by distributed processing on the terminal side. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Combinatorial Optimization Problems / Neural Networks / Cobnitive Radio Networks / Radio Resource Management / Load Balancing / Fairness / / | |
| Reference Info. | IEICE Tech. Rep., vol. 108, no. 250, SR2008-51, pp. 91-96, Oct. 2008. | |
| Paper # | SR2008-51 | |
| Date of Issue | 2008-10-15 (RCS, SR, AN, USN) | |
| 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) | |
| Download PDF | RCS2008-114 SR2008-51 AN2008-39 USN2008-51 |
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| Conference Information | |
| Committee | SR RCS USN AN |
| Conference Date | 2008-10-22 - 2008-10-24 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Okinawa industry support center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Wireless discributed network special session and general session |
| Paper Information | |
| Registration To | SR |
| Conference Code | 2008-10-SR-RCS-USN-AN |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Cognitive Wireless Networks and Autonomous Optimization Algorithms |
| Sub Title (in English) | |
| Keyword(1) | Combinatorial Optimization Problems |
| Keyword(2) | Neural Networks |
| Keyword(3) | Cobnitive Radio Networks |
| Keyword(4) | Radio Resource Management |
| Keyword(5) | Load Balancing |
| Keyword(6) | Fairness |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Mikio Hasegawa |
| 1st Author's Affiliation | Tokyo University of Science/NICT (Tokyo Univ. of Science/NICT) |
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| Speaker | Author-1 |
| Date Time | 2008-10-23 09:50:00 |
| Presentation Time | 40 minutes |
| Registration for | SR |
| Paper # | RCS2008-114, SR2008-51, AN2008-39, USN2008-51 |
| Volume (vol) | vol.108 |
| Number (no) | no.249(RCS), no.250(SR), no.251(AN), no.252(USN) |
| Page | pp.69-74(RCS), pp.91-96(SR), pp.59-64(AN), pp.77-82(USN) |
| #Pages | 6 |
| Date of Issue | 2008-10-15 (RCS, SR, AN, USN) |
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