Paper Abstract and Keywords |
Presentation |
2012-01-19 13:40
A study on radio wave features for localization with array sensor Jihoon Hong, Tomoaki Ohtsuki (Keio Univ.) USN2011-66 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
We have proposed a localization method based on array sensor that uses the radio wave propagation of interest. The method can localize a person’s position using features derived from eigenvalue decomposition (EVD) with the spatial smoothing processing (SSP). The most advantages of the method are ensuring user’s privacy, elimination of installation difficulties, and offering a wide detection area. In addition, the method could achieve high localization accuracy using support vector machine (SVM). In this report, we analyze combination of features including the signal eigenvectors and their corresponding eigenvalues with SSP, and the received signal strength (RSS) on each antenna. Moreover, we study the localization performance by changing the number of snapshots. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
localization / array antenna / support vector machine / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 111, no. 386, USN2011-66, pp. 55-60, Jan. 2012. |
Paper # |
USN2011-66 |
Date of Issue |
2012-01-12 (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) |
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USN2011-66 |
Conference Information |
Committee |
MoNA AN USN |
Conference Date |
2012-01-19 - 2012-01-20 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Todaya (Toba) |
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(See Japanese page) |
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Paper Information |
Registration To |
USN |
Conference Code |
2012-01-MoMuC-AN-USN |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
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(See Japanese page) |
Title (in English) |
A study on radio wave features for localization with array sensor |
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localization |
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array antenna |
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support vector machine |
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1st Author's Name |
Jihoon Hong |
1st Author's Affiliation |
Keio University (Keio Univ.) |
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Tomoaki Ohtsuki |
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Keio University (Keio Univ.) |
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Speaker |
Author-1 |
Date Time |
2012-01-19 13:40:00 |
Presentation Time |
20 minutes |
Registration for |
USN |
Paper # |
USN2011-66 |
Volume (vol) |
vol.111 |
Number (no) |
no.386 |
Page |
pp.55-60 |
#Pages |
6 |
Date of Issue |
2012-01-12 (USN) |
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