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| Presentation | 2020-01-24 14:25 Research trends of compressive channel estimation techniques Yasuhiro Takano (Kobe Univ.)  IT2019-80 SIP2019-93 RCS2019-310 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Channel estimation accuracy in massive multiple-input multiple-output (MIMO) systems can suffer from deterioration since the parameters to be estimated are promotional to the number of transmission links. MIMO channel estimation techniques require, hence, the compressive sensing and/or subspace-based methods to distinguish the significant parameters to be estimated. We review research trends of compressive estimation methods, and summarize our recent achievements utilized an L1 regularized independent component analysis approach. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Compressive sensing / Principal component analysis (PCA) / Independent component analysis (ICA) / Channel estimation / Massive MIMO / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 119, no. 378, RCS2019-310, pp. 261-265, Jan. 2020. | |
| Paper # | RCS2019-310 | |
| Date of Issue | 2020-01-16 (IT, 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 | IT2019-80 SIP2019-93 RCS2019-310 |
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| Conference Information | |
| Committee | IT SIP RCS |
| Conference Date | 2020-01-23 - 2020-01-24 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hiroshima City Youth Center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | RCS |
| Conference Code | 2020-01-IT-SIP-RCS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Research trends of compressive channel estimation techniques |
| Sub Title (in English) | |
| Keyword(1) | Compressive sensing |
| Keyword(2) | Principal component analysis (PCA) |
| Keyword(3) | Independent component analysis (ICA) |
| Keyword(4) | Channel estimation |
| Keyword(5) | Massive MIMO |
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| 1st Author's Name | Yasuhiro Takano |
| 1st Author's Affiliation | Kobe University (Kobe Univ.) |
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| Speaker | Author-1 |
| Date Time | 2020-01-24 14:25:00 |
| Presentation Time | 25 minutes |
| Registration for | RCS |
| Paper # | IT2019-80, SIP2019-93, RCS2019-310 |
| Volume (vol) | vol.119 |
| Number (no) | no.376(IT), no.377(SIP), no.378(RCS) |
| Page | pp.261-265 |
| #Pages | 5 |
| Date of Issue | 2020-01-16 (IT, SIP, RCS) |
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