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| Presentation | 2012-01-26 13:00 Learning for ATC decision on priority of runway usage Masato Fujita (ENRI)  SANE2011-141 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | With the miniaturization of aircraft and increasing air traffic demand, the workload of air traffic controllers is expected to be increasing. If air traffic control information system can imitate the air traffic controllers’ decisions, this function enables the proposal of air traffic control instruction by the system and the workload of air traffic controller is expected to decrease. We applied multilayer percptron and support vector machine to the problem which of arriving aircraft and departing aircraft should be prioritized at the airport with a single runway. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Air Traffic Control / Machine learning / Multilayer perceptron / Support vector machine / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 111, no. 407, SANE2011-141, pp. 1-4, Jan. 2012. | |
| Paper # | SANE2011-141 | |
| Date of Issue | 2012-01-19 (SANE) | |
| 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 | SANE2011-141 |
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| Conference Information | |
| Committee | SANE |
| Conference Date | 2012-01-26 - 2012-01-27 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Nagasaki Prefectural Art Museum |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Positioning, navigation and general |
| Paper Information | |
| Registration To | SANE |
| Conference Code | 2012-01-SANE |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Learning for ATC decision on priority of runway usage |
| Sub Title (in English) | |
| Keyword(1) | Air Traffic Control |
| Keyword(2) | Machine learning |
| Keyword(3) | Multilayer perceptron |
| Keyword(4) | Support vector machine |
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| 1st Author's Name | Masato Fujita |
| 1st Author's Affiliation | Electronic Navigation Research Institute (ENRI) |
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| Speaker | Author-1 |
| Date Time | 2012-01-26 13:00:00 |
| Presentation Time | 25 minutes |
| Registration for | SANE |
| Paper # | SANE2011-141 |
| Volume (vol) | vol.111 |
| Number (no) | no.407 |
| Page | pp.1-4 |
| #Pages | 4 |
| Date of Issue | 2012-01-19 (SANE) |
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