Paper Abstract and Keywords |
Presentation |
2011-03-04 12:20
Dimensional Reduction Techniques for Adaptive Generalized Minor Subspace Estimation Tuan Duong Nguyen, Noriyuki Takahashi, Isao Yamada (Tokyo Inst. of Tech.) CAS2010-163 SIP2010-179 CS2010-133 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
We present a novel scheme for generalized minor subspace estimation by extending an idea of dimension reduction technique, which was proposed originally by Misono and Yamada ('08). By using inductively algorithms for estimating first minor generalized eigenvector, we present adaptive implementations of the proposed scheme. Simulation results show that the proposed algorithms have better numerical stability than conventional algorithms. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Generalized eigensubspace extraction / symmetric eigenvalue problem / orthogonal complement matrix / nested orthogonal complement structure / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 110, no. 440, SIP2010-179, pp. 359-362, March 2011. |
Paper # |
SIP2010-179 |
Date of Issue |
2011-02-24 (CAS, SIP, CS) |
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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CAS2010-163 SIP2010-179 CS2010-133 |
Conference Information |
Committee |
CS SIP CAS |
Conference Date |
2011-03-03 - 2011-03-04 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Ohhamanobumoto memorial hall (Ishigaki)( |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Network Processor, Signal Processing for Communications, Wireless LAN/PAN, etc. |
Paper Information |
Registration To |
SIP |
Conference Code |
2011-03-CS-SIP-CAS |
Language |
English |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Dimensional Reduction Techniques for Adaptive Generalized Minor Subspace Estimation |
Sub Title (in English) |
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Keyword(1) |
Generalized eigensubspace extraction |
Keyword(2) |
symmetric eigenvalue problem |
Keyword(3) |
orthogonal complement matrix |
Keyword(4) |
nested orthogonal complement structure |
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1st Author's Name |
Tuan Duong Nguyen |
1st Author's Affiliation |
Tokyo Institute of Technology (Tokyo Inst. of Tech.) |
2nd Author's Name |
Noriyuki Takahashi |
2nd Author's Affiliation |
Tokyo Institute of Technology (Tokyo Inst. of Tech.) |
3rd Author's Name |
Isao Yamada |
3rd Author's Affiliation |
Tokyo Institute of Technology (Tokyo Inst. of Tech.) |
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Speaker |
Author-1 |
Date Time |
2011-03-04 12:20:00 |
Presentation Time |
20 minutes |
Registration for |
SIP |
Paper # |
CAS2010-163, SIP2010-179, CS2010-133 |
Volume (vol) |
vol.110 |
Number (no) |
no.439(CAS), no.440(SIP), no.441(CS) |
Page |
pp.359-362 |
#Pages |
4 |
Date of Issue |
2011-02-24 (CAS, SIP, CS) |