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| Presentation | 2019-07-05 09:50 A Sequential Estimation Scheme for RSS Map Using Graph Laplacian Takahiro Matsuda (Tokyo Metropolitan Univ.), Fumie Ono (NICT), Shinsuke Hara (Osaka City Univ.), Fumihide Kojima, Ryu Miura (NICT)  CS2019-41 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | UAV (Unmanned Aerial Vehicle) networks such as ground-to-air and UAV-to-UAV communications have attracted a lot of attention. In order to safely operate these networks under non-visible line of sight environments, it is necessary to monitor communication qualities in the region that UAVs are flying. In this article, we propose a sequential estimation scheme for an RSS (Received Signal Strength) map in the air. In the proposed scheme, the region is divided into blocks and a UAV measures received powers at blocks (measurement points) on its route. A graph structure is dynamically constructed according to the measurement points, and the RSS map in the whole region is sequentially estimated by a least squares estimator with Graph Laplacian regularization. We evaluate the performance of the proposed scheme with simulation experiments. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Unmanned Aerial Vehicle / Received Signal Strength / Graph Laplacian / Sequential Estimation / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 119, no. 101, CS2019-41, pp. 127-132, July 2019. | |
| Paper # | CS2019-41 | |
| Date of Issue | 2019-06-27 (CS) | |
| 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 | CS2019-41 |
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| Conference Information | |
| Committee | CS |
| Conference Date | 2019-07-04 - 2019-07-05 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Amami City Social Welfare Center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Next Generation Networks, Access Networks, Broadband Access, Power Line Communications, Wireless Communication Systems, Coding Systems, etc. |
| Paper Information | |
| Registration To | CS |
| Conference Code | 2019-07-CS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Sequential Estimation Scheme for RSS Map Using Graph Laplacian |
| Sub Title (in English) | |
| Keyword(1) | Unmanned Aerial Vehicle |
| Keyword(2) | Received Signal Strength |
| Keyword(3) | Graph Laplacian |
| Keyword(4) | Sequential Estimation |
| Keyword(5) | |
| Keyword(6) | |
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| Keyword(8) | |
| 1st Author's Name | Takahiro Matsuda |
| 1st Author's Affiliation | Tokyo Metropolitan University (Tokyo Metropolitan Univ.) |
| 2nd Author's Name | Fumie Ono |
| 2nd Author's Affiliation | NICT (NICT) |
| 3rd Author's Name | Shinsuke Hara |
| 3rd Author's Affiliation | Osaka City University (Osaka City Univ.) |
| 4th Author's Name | Fumihide Kojima |
| 4th Author's Affiliation | NICT (NICT) |
| 5th Author's Name | Ryu Miura |
| 5th Author's Affiliation | NICT (NICT) |
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| Speaker | Author-1 |
| Date Time | 2019-07-05 09:50:00 |
| Presentation Time | 25 minutes |
| Registration for | CS |
| Paper # | CS2019-41 |
| Volume (vol) | vol.119 |
| Number (no) | no.101 |
| Page | pp.127-132 |
| #Pages | 6 |
| Date of Issue | 2019-06-27 (CS) |
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