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Paper Abstract and Keywords
Presentation 2022-01-20 16:15
[Invited Talk] When Deep Unfolding Meets Control Engineering
Masaki Ogura (Osaka Univ.) IT2021-45 SIP2021-53 RCS2021-213
Abstract (in Japanese) (See Japanese page) 
(in English) Deep unfolding is a technique for tuning parameters for accelerating the convergence of iterative algorithms, and has been actively studied in various fields including wireless communications. In this talk, we provide an overview of the speaker's work on the use of the deep unfolding technique in the field of control engineering. We specifically talk about some recent results on feedback control system design and model predictive control. Furthermore, we will review how the speaker came to know about deep unfolding technique from the perspective of interdisciplinary research, and also try to discuss the affinity between deep unfolding and control theory research.
Keyword (in Japanese) (See Japanese page) 
(in English) Deep unfolding / Feedback control / Model predictive control / / / / /  
Reference Info. IEICE Tech. Rep., vol. 121, no. 328, SIP2021-53, pp. 95-95, Jan. 2022.
Paper # SIP2021-53 
Date of Issue 2022-01-13 (IT, SIP, 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 IT2021-45 SIP2021-53 RCS2021-213

Conference Information
Committee RCS SIP IT  
Conference Date 2022-01-20 - 2022-01-21 
Place (in Japanese) (See Japanese page) 
Place (in English) Online 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To SIP 
Conference Code 2022-01-RCS-SIP-IT 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) When Deep Unfolding Meets Control Engineering 
Sub Title (in English)  
Keyword(1) Deep unfolding  
Keyword(2) Feedback control  
Keyword(3) Model predictive control  
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1st Author's Name Masaki Ogura  
1st Author's Affiliation Osaka University (Osaka Univ.)
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Speaker Author-1 
Date Time 2022-01-20 16:15:00 
Presentation Time 50 minutes 
Registration for SIP 
Paper # IT2021-45, SIP2021-53, RCS2021-213 
Volume (vol) vol.121 
Number (no) no.327(IT), no.328(SIP), no.329(RCS) 
Page p.95 
#Pages 1 
Date of Issue 2022-01-13 (IT, SIP, RCS) 

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