Paper Abstract and Keywords |
Presentation |
2019-08-23 13:40
[Invited Lecture]
Past, Present, and Future of Message-Passing Demodulation Keigo Takeuchi (TUT) SAT2019-39 RCS2019-168 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Approximate message-passing (AMP) is attractive iterative demodulation in the present academic research of massive multiple-input multiple-output (MIMO) systems. AMP is regarded as a modification of parallel interference cancellation (PIC) in the past research to improve the convergence property. In spite of its good performance, AMP has two disadvantages: strong conditions for convergence and a mathematically-high-level derivation of AMP. As a direction of future research to circumvent these disadvantages, we introduce a new methodology based on deep learning. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
massive MIMO / parallel interference cancellation / approximate message-passing / deep learning / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 119, no. 176, RCS2019-168, pp. 117-122, Aug. 2019. |
Paper # |
RCS2019-168 |
Date of Issue |
2019-08-15 (SAT, RCS) |
ISSN |
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 |
SAT2019-39 RCS2019-168 |
Conference Information |
Committee |
RCS SAT |
Conference Date |
2019-08-22 - 2019-08-23 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Nagoya University |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Satellite Communications, Broadcasting, Forward Error Correction, Wireless Communications, etc. |
Paper Information |
Registration To |
RCS |
Conference Code |
2019-08-RCS-SAT |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Past, Present, and Future of Message-Passing Demodulation |
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massive MIMO |
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parallel interference cancellation |
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approximate message-passing |
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deep learning |
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1st Author's Name |
Keigo Takeuchi |
1st Author's Affiliation |
Toyohashi University of Technology (TUT) |
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Speaker |
Author-1 |
Date Time |
2019-08-23 13:40:00 |
Presentation Time |
10 minutes |
Registration for |
RCS |
Paper # |
SAT2019-39, RCS2019-168 |
Volume (vol) |
vol.119 |
Number (no) |
no.175(SAT), no.176(RCS) |
Page |
pp.119-124(SAT), pp.117-122(RCS) |
#Pages |
6 |
Date of Issue |
2019-08-15 (SAT, RCS) |
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