| Paper Abstract and Keywords |
| Presentation |
2015-07-30 10:30
[Poster Presentation]
Parameter Control Method for Physical Wireless Parameter Conversion Sensor Networks based on Estimated Mixture Distribution Taiki Nakayama, Takeo Fujii (UEC), Osamu Takyu (Shinshu Univ.), Mai Ohta (Fukuoka Univ.) RCC2015-33 NS2015-53 RCS2015-116 SR2015-34 ASN2015-43 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
We have proposed a physical wireless parameter conversion method for Wireless Sensor Networks (WSNs). In this method, each sensor node converts its sensing information into subcarrier number of orthogonal frequency division multiplexing (OFDM) signals. This method can gather these sensing information with real time better than Carrier Sense Multiple Access/Collision Avoidance (CSMA/CA). In this paper, we propose a parameter setting algorithm. In the proposed method, fusion center (FC) approximates the sensing information distribution into Gaussian Mixture Model (GMM) by EM algorithm and updates the information mapping parameter using the estimated GMM. Simulation results shows that the FC can estimate the information distribution while using a frequency bandwidth with high precision by using the proposed algorithm. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Wireless Sensor Networks / OFDM signal / Gaussian Mixuture Model / EM algorithm / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 115, no. 161, SR2015-34, pp. 109-114, July 2015. |
| Paper # |
SR2015-34 |
| Date of Issue |
2015-07-22 (RCC, RCS, SR, ASN), 2015-07-23 (NS) |
| 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 |
RCC2015-33 NS2015-53 RCS2015-116 SR2015-34 ASN2015-43 |
| Conference Information |
| Committee |
RCC ASN RCS NS SR |
| Conference Date |
2015-07-29 - 2015-07-31 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
JA Naganoken Bldg. |
| 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 |
SR |
| Conference Code |
2015-07-RCC-ASN-RCS-NS-SR |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Parameter Control Method for Physical Wireless Parameter Conversion Sensor Networks based on Estimated Mixture Distribution |
| Sub Title (in English) |
|
| Keyword(1) |
Wireless Sensor Networks |
| Keyword(2) |
OFDM signal |
| Keyword(3) |
Gaussian Mixuture Model |
| Keyword(4) |
EM algorithm |
| Keyword(5) |
|
| Keyword(6) |
|
| Keyword(7) |
|
| Keyword(8) |
|
| 1st Author's Name |
Taiki Nakayama |
| 1st Author's Affiliation |
The University of Electro-Communications (UEC) |
| 2nd Author's Name |
Takeo Fujii |
| 2nd Author's Affiliation |
The University of Electro-Communications (UEC) |
| 3rd Author's Name |
Osamu Takyu |
| 3rd Author's Affiliation |
Shinshu University (Shinshu Univ.) |
| 4th Author's Name |
Mai Ohta |
| 4th Author's Affiliation |
Fukuoka University (Fukuoka Univ.) |
| 5th Author's Name |
|
| 5th Author's Affiliation |
() |
| 6th Author's Name |
|
| 6th Author's Affiliation |
() |
| 7th Author's Name |
|
| 7th Author's Affiliation |
() |
| 8th Author's Name |
|
| 8th Author's Affiliation |
() |
| 9th Author's Name |
|
| 9th Author's Affiliation |
() |
| 10th Author's Name |
|
| 10th Author's Affiliation |
() |
| 11th Author's Name |
|
| 11th Author's Affiliation |
() |
| 12th Author's Name |
|
| 12th Author's Affiliation |
() |
| 13th Author's Name |
|
| 13th Author's Affiliation |
() |
| 14th Author's Name |
|
| 14th Author's Affiliation |
() |
| 15th Author's Name |
|
| 15th Author's Affiliation |
() |
| 16th Author's Name |
|
| 16th Author's Affiliation |
() |
| 17th Author's Name |
|
| 17th Author's Affiliation |
() |
| 18th Author's Name |
|
| 18th Author's Affiliation |
() |
| 19th Author's Name |
|
| 19th Author's Affiliation |
() |
| 20th Author's Name |
|
| 20th Author's Affiliation |
() |
| 21st Author's Name |
|
| 21st Author's Affiliation |
() |
| 22nd Author's Name |
|
| 22nd Author's Affiliation |
() |
| 23rd Author's Name |
|
| 23rd Author's Affiliation |
() |
| 24th Author's Name |
|
| 24th Author's Affiliation |
() |
| 25th Author's Name |
|
| 25th Author's Affiliation |
() |
| 26th Author's Name |
/ / |
| 26th Author's Affiliation |
()
() |
| 27th Author's Name |
/ / |
| 27th Author's Affiliation |
()
() |
| 28th Author's Name |
/ / |
| 28th Author's Affiliation |
()
() |
| 29th Author's Name |
/ / |
| 29th Author's Affiliation |
()
() |
| 30th Author's Name |
/ / |
| 30th Author's Affiliation |
()
() |
| 31st Author's Name |
/ / |
| 31st Author's Affiliation |
()
() |
| 32nd Author's Name |
/ / |
| 32nd Author's Affiliation |
()
() |
| 33rd Author's Name |
/ / |
| 33rd Author's Affiliation |
()
() |
| 34th Author's Name |
/ / |
| 34th Author's Affiliation |
()
() |
| 35th Author's Name |
/ / |
| 35th Author's Affiliation |
()
() |
| 36th Author's Name |
/ / |
| 36th Author's Affiliation |
()
() |
| Speaker |
Author-1 |
| Date Time |
2015-07-30 10:30:00 |
| Presentation Time |
90 minutes |
| Registration for |
SR |
| Paper # |
RCC2015-33, NS2015-53, RCS2015-116, SR2015-34, ASN2015-43 |
| Volume (vol) |
vol.115 |
| Number (no) |
no.158(RCC), no.159(NS), no.160(RCS), no.161(SR), no.162(ASN) |
| Page |
pp.91-96(RCC), pp.95-100(NS), pp.93-98(RCS), pp.109-114(SR), pp.131-136(ASN) |
| #Pages |
6 |
| Date of Issue |
2015-07-22 (RCC, RCS, SR, ASN), 2015-07-23 (NS) |