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Paper Abstract and Keywords
Presentation 2017-07-19 11:55
A Pool Control Method for Adaptive Group Testing with Boolean Compressed Sensing
Yujia Lu (Kyoto Univ.), Kazunori Hayashi (Osaka City Univ.) RCC2017-14 NS2017-35 RCS2017-97 SR2017-31 ASN2017-19
Abstract (in Japanese) (See Japanese page) 
(in English) Adaptive group testing determines a pool (a set of items to be tested) for the next test based on past test results, and its performance heavily depends on the control method of the pool. This paper proposes a novel pool control method for adaptive group testing with Boolean compressed sensing. The proposed method firstly selects a pool size of the next test by minimizing the expectation of the approximated required number of tests after the next test based on the estimated number of remaining positive items. Then, when the selected pool size is one, an item having the highest probability of being positive will be selected as a pool, otherwise a pool with the desired size will be constructed by randomly selecting items. In addition, a new cardinality estimation method of positive items, that can be applicable to the proposed pool control method, is also proposed. Computer simulation results reveal that the adaptive group testing with the proposed method has superior performance than that with the conventional methods for both with and without the information of cardinality of positive items.
Keyword (in Japanese) (See Japanese page) 
(in English) adaptive group testing / Boolean compressed sensing / pool size control / pool selection control / / / /  
Reference Info. IEICE Tech. Rep., vol. 117, no. 130, RCC2017-14, pp. 25-30, July 2017.
Paper # RCC2017-14 
Date of Issue 2017-07-12 (RCC, NS, RCS, SR, ASN) 
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 RCC2017-14 NS2017-35 RCS2017-97 SR2017-31 ASN2017-19

Conference Information
Committee NS ASN RCC RCS SR  
Conference Date 2017-07-19 - 2017-07-21 
Place (in Japanese) (See Japanese page) 
Place (in English) Hokkaido Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Wireless Distributed Network, M2M (Machine-to-Machine), D2D (Device-to-Device)，etc. 
Paper Information
Registration To RCC 
Conference Code 2017-07-NS-ASN-RCC-RCS-SR 
Language English (Japanese title is available) 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Pool Control Method for Adaptive Group Testing with Boolean Compressed Sensing 
Sub Title (in English)  
Keyword(1) adaptive group testing  
Keyword(2) Boolean compressed sensing  
Keyword(3) pool size control  
Keyword(4) pool selection control  
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1st Author's Name Yujia Lu  
1st Author's Affiliation Kyoto University (Kyoto Univ.)
2nd Author's Name Kazunori Hayashi  
2nd Author's Affiliation Osaka City University (Osaka City Univ.)
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Speaker Author-1 
Date Time 2017-07-19 11:55:00 
Presentation Time 25 minutes 
Registration for RCC 
Paper # RCC2017-14, NS2017-35, RCS2017-97, SR2017-31, ASN2017-19 
Volume (vol) vol.117 
Number (no) no.130(RCC), no.131(NS), no.132(RCS), no.133(SR), no.134(ASN) 
Page pp.25-30(RCC), pp.39-44(NS), pp.25-30(RCS), pp.47-52(SR), pp.43-48(ASN) 
#Pages 6 
Date of Issue 2017-07-12 (RCC, NS, RCS, SR, ASN) 

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