Paper Abstract and Keywords |
Presentation |
2014-03-07 16:25
A Multiobjective Approach for Improving Association Control in Wireless LANs Bing Yu, Bo Gu (Waseda Univ.), Kyoko Yamori (Asahi Univ.), Yoshiaki Tanaka (Waseda Univ.) CQ2013-106 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Fairness and network utility are both important indicators to measure the performance of wireless local area networks (WLANs). However, it is challenging to obtain a desirable association control configuration to achieve good fairness and high aggregate throughput, where multiple indicators are used simultaneously as optimization goals. It is even more challenging if some of these indicators are conflict with each other, where an increment of an indicator deteriorates another. In this paper, we propose a genetic algorithm based multiobjective optimization approach to conduct user-AP association control to find Pareto optimal solution set for both fairness and the aggregate throughput. The method also considers the minimum quality of service (QoS) for each user. Furthermore, we perform experiments to evaluate the fairness and aggregate throughput, and compare the method with existing received signal strength indication (RSSI) method to demonstrate the efficiency of the method. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Quality of service / Fairness / Aggregate throughput / Wireless local area network / Multiobjective / / / |
Reference Info. |
IEICE Tech. Rep., vol. 113, no. 471, CQ2013-106, pp. 101-106, March 2014. |
Paper # |
CQ2013-106 |
Date of Issue |
2014-02-27 (CQ) |
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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CQ2013-106 |
Conference Information |
Committee |
CQ MVE IE IMQ CEA |
Conference Date |
2014-03-06 - 2014-03-07 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Beppu International Convention Center |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Five senses media, Food media, Social media, Multimedia, Virtual Environment, Image encoding, Cloud, Mobile, Network, and their quality and reliability,General area |
Paper Information |
Registration To |
CQ |
Conference Code |
2014-03-CQ-MVE-IE-IMQ |
Language |
English |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Multiobjective Approach for Improving Association Control in Wireless LANs |
Sub Title (in English) |
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Keyword(1) |
Quality of service |
Keyword(2) |
Fairness |
Keyword(3) |
Aggregate throughput |
Keyword(4) |
Wireless local area network |
Keyword(5) |
Multiobjective |
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1st Author's Name |
Bing Yu |
1st Author's Affiliation |
Waseda University (Waseda Univ.) |
2nd Author's Name |
Bo Gu |
2nd Author's Affiliation |
Waseda University (Waseda Univ.) |
3rd Author's Name |
Kyoko Yamori |
3rd Author's Affiliation |
Asahi University (Asahi Univ.) |
4th Author's Name |
Yoshiaki Tanaka |
4th Author's Affiliation |
Waseda University (Waseda Univ.) |
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Speaker |
Author-1 |
Date Time |
2014-03-07 16:25:00 |
Presentation Time |
25 minutes |
Registration for |
CQ |
Paper # |
CQ2013-106 |
Volume (vol) |
vol.113 |
Number (no) |
no.471 |
Page |
pp.101-106 |
#Pages |
6 |
Date of Issue |
2014-02-27 (CQ) |
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