Paper Abstract and Keywords |
Presentation |
2016-12-01 13:00
[Poster Presentation]
A New Pool Control Method for Boolean Compressed Sensing Based Adaptive Group Testing Yujia Lu, Kazunori Hayashi (Kyoto Univ.) WBS2016-52 ITS2016-19 RCC2016-41 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Adaptive group testing determines a pool (set of items to be tested) used in the next test on the basis of previous test results, and thus the performance heavily depends on the pool control method. In this paper, we propose a new pool control method for boolean compressed sensing based adaptive group testing. The proposed method selects a pool size that can maximally reduce the upper bound of the number of required tests, based on the estimated number of remaining positive items. Besides, an item that is most likely to be positive will be selected as the pool according to previous test results when the selected pool size is one, otherwise a pool with the desired size will be constructed by randomly selecting items. Moreover, a new cardinality estimation method of positive items, that can be implemented in parallel with the proposed pool control method, is proposed as well. Computer simulation results reveal that the adaptive group testing with the proposed method has better performance than that with the conventional method assuming the perfect information of the number 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. 116, no. 339, RCC2016-41, pp. 25-30, Dec. 2016. |
Paper # |
RCC2016-41 |
Date of Issue |
2016-11-24 (WBS, ITS, RCC) |
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) |
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WBS2016-52 ITS2016-19 RCC2016-41 |
Conference Information |
Committee |
WBS RCC ITS |
Conference Date |
2016-12-01 - 2016-12-02 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Sunport Hall Takamatsu |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
ITS Communications, Reliable Communication and Control, Rader and Sensing, etc. |
Paper Information |
Registration To |
RCC |
Conference Code |
2016-12-WBS-RCC-ITS |
Language |
English (Japanese title is available) |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A New Pool Control Method for Boolean Compressed Sensing Based Adaptive Group Testing |
Sub Title (in English) |
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adaptive group testing |
Keyword(2) |
boolean compressed sensing |
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pool size control |
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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 |
Kyoto University (Kyoto Univ.) |
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Speaker |
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Date Time |
2016-12-01 13:00:00 |
Presentation Time |
120 minutes |
Registration for |
RCC |
Paper # |
WBS2016-52, ITS2016-19, RCC2016-41 |
Volume (vol) |
vol.116 |
Number (no) |
no.337(WBS), no.338(ITS), no.339(RCC) |
Page |
pp.25-30 |
#Pages |
6 |
Date of Issue |
2016-11-24 (WBS, ITS, RCC) |
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