| IEICE Technical Committee Submission System Conference Paper's Information |
Online Proceedings [Sign in] Tech. Rep. Archives |
| Go Top Page | Go Previous | [Japanese] / [English] |
| Paper Abstract and Keywords | ||
| Presentation | 2017-01-27 15:50 Development and evaluation of population monitoring system that assumes outdoor events Keita Arai (Nagaoka Univ. of Tech.), Hiroshi Yamamoto (Ritsumeikan Univ.), Yamazaki Katsuyuki (Nagaoka Univ. of Tech.)  IA2016-87 |
|
| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | It is important to manage the number of visitors in order to improve the event quality and to keep visitors' safety in an outdoor event. On the other hand, a low-cost doppler sensor becomes available these days to detect approaching and distancing of humans. Therefore, we propose a population monitoring system utilizing the doppler sensor. An administrator of the event and events can know the number of visitors in real time. In order to measure the congestion situation, we define Population Scale which is not only the number of people but also the amount We show that Population Scale can be calculated from sensor data by approximating with a Gompertz curve the relationship between Population Scale and the Doppler sensor's measurement. We extracted three feature quantities, the most crowded time, crowded period and the maximum Population Scale, by fitting by the EM algorithm from An experimental measurement. Although the the most crowded time and crowded period did not change, the maximum Population Scale was found different from day to day. There was a negative correlation between the Population Scale and the lowest temperature. |
|
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Population observation / Sensor network / Sensor data mining / Doppler Sensor / MQTT / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 116, no. 434, IA2016-87, pp. 49-54, Jan. 2017. | |
| Paper # | IA2016-87 | |
| Date of Issue | 2017-01-20 (IA) | |
| 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 | IA2016-87 |
|
| Conference Information | |
| Committee | IA |
| Conference Date | 2017-01-27 - 2017-01-27 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kikai-Shinko-Kaikan Bldg. B3 Kenshu-2 room |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Senser Network, IoT, M2M, etc. |
| Paper Information | |
| Registration To | IA |
| Conference Code | 2017-01-IA |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Development and evaluation of population monitoring system that assumes outdoor events |
| Sub Title (in English) | |
| Keyword(1) | Population observation |
| Keyword(2) | Sensor network |
| Keyword(3) | Sensor data mining |
| Keyword(4) | Doppler Sensor |
| Keyword(5) | MQTT |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Keita Arai |
| 1st Author's Affiliation | Nagaoka University of Technology (Nagaoka Univ. of Tech.) |
| 2nd Author's Name | Hiroshi Yamamoto |
| 2nd Author's Affiliation | Ritsumeikan University (Ritsumeikan Univ.) |
| 3rd Author's Name | Yamazaki Katsuyuki |
| 3rd Author's Affiliation | Nagaoka University of Technology (Nagaoka Univ. of Tech.) |
| 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 | () |
| Speaker | Author-1 |
| Date Time | 2017-01-27 15:50:00 |
| Presentation Time | 25 minutes |
| Registration for | IA |
| Paper # | IA2016-87 |
| Volume (vol) | vol.116 |
| Number (no) | no.434 |
| Page | pp.49-54 |
| #Pages | 6 |
| Date of Issue | 2017-01-20 (IA) |
[Return to Top Page]