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| Presentation | 2012-10-05 13:10 A routing algorithm for mobile ad hoc networks based on multi-agent learning Toru Fujishiro, Hidehiro Nakano, Arata Miyauchi (Tokyo City Univ.)  NC2012-53 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | This article proposes a simple routing algorithm in mobile ad hoc networks based on multi-agent learning. In the proposed method, multiple agents search the paths from source nodes to destination nodes, and learn weight values for transition between each mobile node. By using probabilistic node selection based on the inverse numbers of the weight values, various paths can be searched, avoiding to repeatedly select the same intermediate nodes. Then, the proposed method can adapt the change of network topologies immediately, and the delivery miss for data packets can be reduced as much as possible. In the simulation experiments, the performances of the proposed method are evaluated. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Mobile Ad Hoc Network / Routing / Learning algorithm / AntHocNet / Ant Colony Optimization / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 112, no. 227, NC2012-53, pp. 97-101, Oct. 2012. | |
| Paper # | NC2012-53 | |
| Date of Issue | 2012-09-27 (NC) | |
| 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 | NC2012-53 |
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| Conference Information | |
| Committee | NC |
| Conference Date | 2012-10-04 - 2012-10-05 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kyushu Institute of Technology (Wakamatsu Campus) |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Implementation of neurocomputing, modeling for human science, and general |
| Paper Information | |
| Registration To | NC |
| Conference Code | 2012-10-NC |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A routing algorithm for mobile ad hoc networks based on multi-agent learning |
| Sub Title (in English) | |
| Keyword(1) | Mobile Ad Hoc Network |
| Keyword(2) | Routing |
| Keyword(3) | Learning algorithm |
| Keyword(4) | AntHocNet |
| Keyword(5) | Ant Colony Optimization |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Toru Fujishiro |
| 1st Author's Affiliation | Tokyo City University (Tokyo City Univ.) |
| 2nd Author's Name | Hidehiro Nakano |
| 2nd Author's Affiliation | Tokyo City University (Tokyo City Univ.) |
| 3rd Author's Name | Arata Miyauchi |
| 3rd Author's Affiliation | Tokyo City University (Tokyo City Univ.) |
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| Speaker | Author-1 |
| Date Time | 2012-10-05 13:10:00 |
| Presentation Time | 25 minutes |
| Registration for | NC |
| Paper # | NC2012-53 |
| Volume (vol) | vol.112 |
| Number (no) | no.227 |
| Page | pp.97-101 |
| #Pages | 5 |
| Date of Issue | 2012-09-27 (NC) |
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