Paper Abstract and Keywords |
Presentation |
2016-05-20 14:40
Sequential Pool-Design for Adaptive Boolean Compressive Sensing Yohei Kawaguchi, Masahito Togami (Hitachi) SIP2016-27 IE2016-27 PRMU2016-27 MI2016-27 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
A new method for solving adaptive Boolean compressive sensing is proposed.
A conventional method determining a pool for each test by a simple Bernoulli random design has been proposed.
However, the conventional method has the drawback that the probability of the exact recovery is smaller than that of the optimal case
because the mixing matrix is deteriorated with some probability.
To reduce the probability that the mixing matrix is deteriorated, based on evaluation of the mutual-coherence at every test, the proposed method determines the pool sequentially.
The proposed method makes use of the fact that the mutual-coherence is a criterion for uniqueness of the solution in linear problems.
Experimental results indicate that the proposed method outperforms the conventional simple Bernoulli random design. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
adaptive group-testing / Boolean compressive sensing / mutual-coherence / Bernoulli random design / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 116, no. 36, SIP2016-27, pp. 141-145, May 2016. |
Paper # |
SIP2016-27 |
Date of Issue |
2016-05-12 (SIP, IE, PRMU, MI) |
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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SIP2016-27 IE2016-27 PRMU2016-27 MI2016-27 |
Conference Information |
Committee |
PRMU IE MI SIP |
Conference Date |
2016-05-19 - 2016-05-20 |
Place (in Japanese) |
(See Japanese page) |
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(See Japanese page) |
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Paper Information |
Registration To |
SIP |
Conference Code |
2016-05-PRMU-IE-MI-SIP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Sequential Pool-Design for Adaptive Boolean Compressive Sensing |
Sub Title (in English) |
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Keyword(1) |
adaptive group-testing |
Keyword(2) |
Boolean compressive sensing |
Keyword(3) |
mutual-coherence |
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Bernoulli random design |
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1st Author's Name |
Yohei Kawaguchi |
1st Author's Affiliation |
Hitachi, Ltd. (Hitachi) |
2nd Author's Name |
Masahito Togami |
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Hitachi, Ltd. (Hitachi) |
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Speaker |
Author-1 |
Date Time |
2016-05-20 14:40:00 |
Presentation Time |
30 minutes |
Registration for |
SIP |
Paper # |
SIP2016-27, IE2016-27, PRMU2016-27, MI2016-27 |
Volume (vol) |
vol.116 |
Number (no) |
no.36(SIP), no.37(IE), no.38(PRMU), no.39(MI) |
Page |
pp.141-145 |
#Pages |
5 |
Date of Issue |
2016-05-12 (SIP, IE, PRMU, MI) |
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