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| Presentation | 2013-12-02 10:10 Target Detection Algorithm using Independent Component Analysis for Pulse Doppler Radar Shuri Kondo, Shouhei Kidera, Tetsuo Kirimoto (UEC)  SANE2013-73 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Microwave pulse Doppler radar systems are useful tools for airplane position and velocity estimation in all-weather situations. In this application, there is a serious problem that the Doppler spectrum of target is buried into that of clutter such as clouds because of the Doppler velocity ambiguity caused by lower pulse repetition frequency (PRF). To address with this problem, this paper proposes a novel target detection method based on incident component analysis (ICA) scheme. The results from numerical simulation show the effectiveness of our proposed method, compared with those obtained by the conventional principal component analysis (PCA) based method. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Moving target detection / Independent Component Analysis (ICA) / Principal Component Analysis (PCA) / Pulse Doppler Radar / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 113, no. 335, SANE2013-73, pp. 13-17, Dec. 2013. | |
| Paper # | SANE2013-73 | |
| Date of Issue | 2013-11-25 (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 | SANE2013-73 |
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| Conference Information | |
| Committee | SANE |
| Conference Date | 2013-12-02 - 2013-12-03 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | VAST/VNSC(2nd Dec.) & Melia Hotel (3rd Dec), Hanoi, Vietnam |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | ICSANE 2013 (International Conference on Space, Aeronautical and Navigational Electronics) |
| Paper Information | |
| Registration To | SANE |
| Conference Code | 2013-12-SANE |
| Language | English |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Target Detection Algorithm using Independent Component Analysis for Pulse Doppler Radar |
| Sub Title (in English) | |
| Keyword(1) | Moving target detection |
| Keyword(2) | Independent Component Analysis (ICA) |
| Keyword(3) | Principal Component Analysis (PCA) |
| Keyword(4) | Pulse Doppler Radar |
| Keyword(5) | |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Shuri Kondo |
| 1st Author's Affiliation | University of Electro-Communications (UEC) |
| 2nd Author's Name | Shouhei Kidera |
| 2nd Author's Affiliation | University of Electro-Communications (UEC) |
| 3rd Author's Name | Tetsuo Kirimoto |
| 3rd Author's Affiliation | University of Electro-Communications (UEC) |
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| Speaker | Author-1 |
| Date Time | 2013-12-02 10:10:00 |
| Presentation Time | 20 minutes |
| Registration for | SANE |
| Paper # | SANE2013-73 |
| Volume (vol) | vol.113 |
| Number (no) | no.335 |
| Page | pp.13-17 |
| #Pages | 5 |
| Date of Issue | 2013-11-25 (SANE) |
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