Paper Abstract and Keywords |
Presentation |
2017-08-11 10:30
Consideration on separation property of impulse wireless sensor networks Daito Kamei, Naoki Wakamiya (Osaka univ.) CCS2017-15 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In order to solve the problem of device cost and power consumption in wireless sensor networks, we have proposed new sensor network architecture called impulse wireless sensor network (IWSN).
In IWSNs, all of sensing, signal processing, and communication are performed in the form of impulses.
To obtain information of events, we adopt an algorithm of a liquid state machine (LSM), which is a model of information processing in the brain.
In this paper, we improve the performance of an IWSN as a LSM under physical constraints from viewpoint of separation property.
Through simulation evaluation, we show that separation property can be improved by increasing impulse transmission frequency and arranging nodes at high density. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
impulse wireless sensor network / liquid state machine / separation property / linear discrimination / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 173, CCS2017-15, pp. 31-36, Aug. 2017. |
Paper # |
CCS2017-15 |
Date of Issue |
2017-08-03 (CCS) |
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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CCS2017-15 |
Conference Information |
Committee |
CCS |
Conference Date |
2017-08-10 - 2017-08-11 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Bibai Onsen Yu-rinkan |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Network Science, etc. |
Paper Information |
Registration To |
CCS |
Conference Code |
2017-08-CCS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Consideration on separation property of impulse wireless sensor networks |
Sub Title (in English) |
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impulse wireless sensor network |
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liquid state machine |
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separation property |
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linear discrimination |
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1st Author's Name |
Daito Kamei |
1st Author's Affiliation |
Osaka University (Osaka univ.) |
2nd Author's Name |
Naoki Wakamiya |
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Osaka University (Osaka univ.) |
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Speaker |
Author-1 |
Date Time |
2017-08-11 10:30:00 |
Presentation Time |
30 minutes |
Registration for |
CCS |
Paper # |
CCS2017-15 |
Volume (vol) |
vol.117 |
Number (no) |
no.173 |
Page |
pp.31-36 |
#Pages |
6 |
Date of Issue |
2017-08-03 (CCS) |
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