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Paper Abstract and Keywords
Presentation 2024-11-13 09:25
Application of Simulated Annealing to Wireless EEG Measurement in Compressed Sensing
Shodai Motomochi, Daisuke Kanemoto, Tetsuya Hirose (Osaka Univ) VLD2024-43 ICD2024-61 DC2024-65 RECONF2024-73
Abstract (in Japanese) (See Japanese page) 
(in English) Electroencephalography (EEG) measurement is used for various purposes such as the diagnosis of brain diseases and consciousness states, but the standard EEG measurement system is wired and burdensome for the subjects. Wireless EEG measurement has been developed, but it is difficult to measure for a long time due to the large power consumption. To solve this problem, we are considering using compressed sensing (CS) for power saving in EEG measurement. In this study, we propose a non-zero element fixed SA, which is an extension of simulated annealing (SA) for the recovery of compressed signals. We compared and discussed the recovery algorithms with orthogonal matching pursuit (OMP) and the original SA in terms of recovery accuracy.
Keyword (in Japanese) (See Japanese page) 
(in English) sparse recovery / compressed sensing / orthogonal matching pursuit / minimization / simulated annealing / / /  
Reference Info. IEICE Tech. Rep., vol. 124, no. 247, VLD2024-43, pp. 95-99, Nov. 2024.
Paper # VLD2024-43 
Date of Issue 2024-11-05 (VLD, ICD, DC, RECONF) 
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 VLD2024-43 ICD2024-61 DC2024-65 RECONF2024-73

Conference Information
Committee VLD DC RECONF ICD IPSJ-SLDM  
Conference Date 2024-11-12 - 2024-11-14 
Place (in Japanese) (See Japanese page) 
Place (in English) COMPAL HALL 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Design Gaia 2024 -New Field of VLSI Design- 
Paper Information
Registration To VLD 
Conference Code 2024-11-VLD-DC-RECONF-ICD-SLDM 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Application of Simulated Annealing to Wireless EEG Measurement in Compressed Sensing 
Sub Title (in English)  
Keyword(1) sparse recovery  
Keyword(2) compressed sensing  
Keyword(3) orthogonal matching pursuit  
Keyword(4) minimization  
Keyword(5) simulated annealing  
Keyword(6)  
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1st Author's Name Shodai Motomochi  
1st Author's Affiliation Osaka University (Osaka Univ)
2nd Author's Name Daisuke Kanemoto  
2nd Author's Affiliation Osaka University (Osaka Univ)
3rd Author's Name Tetsuya Hirose  
3rd Author's Affiliation Osaka University (Osaka Univ)
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Speaker Author-1 
Date Time 2024-11-13 09:25:00 
Presentation Time 25 minutes 
Registration for VLD 
Paper # VLD2024-43, ICD2024-61, DC2024-65, RECONF2024-73 
Volume (vol) vol.124 
Number (no) no.247(VLD), no.248(ICD), no.249(DC), no.250(RECONF) 
Page pp.95-99 
#Pages 5 
Date of Issue 2024-11-05 (VLD, ICD, DC, RECONF) 

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