| Paper Abstract and Keywords |
| Presentation |
2022-01-28 17:05
Estimation of area contest for improving the quality of mobile network Yukina Takano, Kei Takeshita (NTT) CQ2021-99 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Since mobile network is used in a variety of contexts such as applications and devices, it is important for network operators to understand user contexts in order to design and management network and improve user engagement. Network operators change the tilt and parameters based on the KPI (Key Performance Indicator) of base stations, so if they can obtain the user context information for each area, operators realize network management reflecting the user context. For this reason, we proposed network management based on area context, which treats the context of users in an area collectively. In this study, we propose a method to obtain the area context by estimating the area context as the ratio of the number of application users in the area from the base station traffic data, and evaluate the effectiveness of the method by simulation. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
mobile network / context / machine learning / / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 121, no. 357, CQ2021-99, pp. 126-131, Jan. 2022. |
| Paper # |
CQ2021-99 |
| Date of Issue |
2022-01-20 (CQ) |
| ISSN |
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 |
CQ2021-99 |
| Conference Information |
| Committee |
CQ CBE |
| Conference Date |
2022-01-27 - 2022-01-28 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Kanazawa(Ishikawa Pref.) |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
AR/VR, Broadcasting Service, Video/Voice Services Quality, High Realistic, User Behavior/Psychology, User Experience, Media Quality, Network Quality and QoS Control, Networks and Communications at Disaster, User Behavior, Machine Learning, Video Communication, etc. |
| Paper Information |
| Registration To |
CQ |
| Conference Code |
2022-01-CQ-CBE |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Estimation of area contest for improving the quality of mobile network |
| Sub Title (in English) |
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| Keyword(1) |
mobile network |
| Keyword(2) |
context |
| Keyword(3) |
machine learning |
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| 1st Author's Name |
Yukina Takano |
| 1st Author's Affiliation |
NIPPON TELEGRAPH AND TELEPHONE CORPORATION (NTT) |
| 2nd Author's Name |
Kei Takeshita |
| 2nd Author's Affiliation |
NIPPON TELEGRAPH AND TELEPHONE CORPORATION (NTT) |
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| Speaker |
Author-1 |
| Date Time |
2022-01-28 17:05:00 |
| Presentation Time |
25 minutes |
| Registration for |
CQ |
| Paper # |
CQ2021-99 |
| Volume (vol) |
vol.121 |
| Number (no) |
no.357 |
| Page |
pp.126-131 |
| #Pages |
6 |
| Date of Issue |
2022-01-20 (CQ) |