Paper Abstract and Keywords |
Presentation |
2017-11-16 10:00
Room Access Information Estimation Using RSSI on Smartphone by Machine Learning Tomohiro Yoshida, Masakatsu Ogawa (Sophia Univ.) MoNA2017-15 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
We propose a room access information estimation method by machine learning using RSSI of wireless LAN from smartphone. To acquire the RSSI of the wireless LAN frames, we use the two wireless LAN devices. Using feature quantities obtained from RSSI at these two devices, we estimate whether the user enter, leave the room, or stay in the room. The contribution of our method is no require any special application software for the smartphone and any user’s operations at any time. We confirmed that our method achieves more than 90% estimation accuracy. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
RSSI / Room Access Estimation / Machine Learning / Wireless LAN / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 308, MoNA2017-15, pp. 1-5, Nov. 2017. |
Paper # |
MoNA2017-15 |
Date of Issue |
2017-11-09 (MoNA) |
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 |
MoNA2017-15 |
Conference Information |
Committee |
CNR IN MoNA |
Conference Date |
2017-11-16 - 2017-11-17 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
|
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
|
Paper Information |
Registration To |
MoNA |
Conference Code |
2017-11-CNR-IN-MoNA |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Room Access Information Estimation Using RSSI on Smartphone by Machine Learning |
Sub Title (in English) |
|
Keyword(1) |
RSSI |
Keyword(2) |
Room Access Estimation |
Keyword(3) |
Machine Learning |
Keyword(4) |
Wireless LAN |
Keyword(5) |
|
Keyword(6) |
|
Keyword(7) |
|
Keyword(8) |
|
1st Author's Name |
Tomohiro Yoshida |
1st Author's Affiliation |
Sophia University (Sophia Univ.) |
2nd Author's Name |
Masakatsu Ogawa |
2nd Author's Affiliation |
Sophia University (Sophia Univ.) |
3rd Author's Name |
|
3rd Author's Affiliation |
() |
4th Author's Name |
|
4th Author's Affiliation |
() |
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 |
() |
Speaker |
Author-1 |
Date Time |
2017-11-16 10:00:00 |
Presentation Time |
25 minutes |
Registration for |
MoNA |
Paper # |
MoNA2017-15 |
Volume (vol) |
vol.117 |
Number (no) |
no.308 |
Page |
pp.1-5 |
#Pages |
5 |
Date of Issue |
2017-11-09 (MoNA) |
|