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| Presentation | 2014-01-23 14:40 Cartesian Multikernel Adaptive Filtering Masahiro Yukawa (Keio Univ.)  SIP2013-104 RCS2013-274 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | The new concept of Cartesian multikernel adaptive filtering which employs $Q$ positive definite kernels is presented. The multikernel adaptive filtering is formulated in the product space of $Q$ reproducing kernel Hilbert spaces. The derivation is based on the isomorphism between (i) a subspace of the product space and (ii) another product space of $Q$ Euclidean spaces all of which share the same dimension but are equipped with different inner products characterized by the kernel matrices. Also, a new insight into the original multikernel adaptive filtering (Yukawa, 2010) is given. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | multikernel adaptive filtering / Cartesian product / reproducing kernel Hilbert space / metric projection / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 113, no. 385, SIP2013-104, pp. 113-116, Jan. 2014. | |
| Paper # | SIP2013-104 | |
| Date of Issue | 2014-01-16 (SIP, RCS) | |
| 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 | SIP2013-104 RCS2013-274 |
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| Conference Information | |
| Committee | RCS SIP |
| Conference Date | 2014-01-23 - 2014-01-24 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kyushu Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Signal Processing for Wireless Systems, etc. |
| Paper Information | |
| Registration To | SIP |
| Conference Code | 2014-01-RCS-SIP |
| Language | English |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Cartesian Multikernel Adaptive Filtering |
| Sub Title (in English) | |
| Keyword(1) | multikernel adaptive filtering |
| Keyword(2) | Cartesian product |
| Keyword(3) | reproducing kernel Hilbert space |
| Keyword(4) | metric projection |
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| 1st Author's Name | Masahiro Yukawa |
| 1st Author's Affiliation | Keio University (Keio Univ.) |
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| Speaker | Author-1 |
| Date Time | 2014-01-23 14:40:00 |
| Presentation Time | 25 minutes |
| Registration for | SIP |
| Paper # | SIP2013-104, RCS2013-274 |
| Volume (vol) | vol.113 |
| Number (no) | no.385(SIP), no.386(RCS) |
| Page | pp.113-116 |
| #Pages | 4 |
| Date of Issue | 2014-01-16 (SIP, RCS) |
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