Art

J-GLOBAL ID：201802288383807417   Reference number：18A0376380

Improving throughput using multi-armed bandit algorithm for wireless LANs

無線LANのための多腕バンディッドアルゴリズムを用いたスループットの改善

Author (5)： Kuroda Kaori (Department of Electrical Engineering, Tokyo University of Science) ,  Kato Hiroki (Department of Electrical Engineering, Tokyo University of Science) ,  Kim Song-Ju (Graduate School of Media and Governance, Keio University) ,  Naruse Makoto (Strategic Planning Department, National Institute of Information and Communications Technology) ,  Hasegawa Mikio (Department of Electrical Engineering, Tokyo University of Science)
Material： Nonlinear Theory and Its Applications, IEICE (Web)  (Nonlinear Theory Its Appl IEICE (Web))
Volume： 9  Issue： 1  Page： 74-81(J-STAGE)  Publication year： 2018 
JST Material Number： U0219A  ISSN： 2185-4106  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： ENGLISH (EN)

Thesaurus term： *wireless LAN ,  *radio transmission ,  standard(specification) ,  *mobile communication ,  communication system model ,  *spectral efficiency ,  *throughput ,  communication channel ,  band limiting ,  algorithm ,  experiment
Semi thesaurus term： *cognitive radio ,  IEEE 802 ,  多腕バンディッドアルゴリズム

Author keywords (4)： multi-armed bandit algorithm ,  liquid tug-of-war model ,  cognitive radio model ,  wireless LAN

JST classification (2)： Communication network  (ND07030A) ,  Mobile communication  (ND08030H)

Reference (10)：

• [1] J. Mitola, “Cognitive radio for flexible mobile multimedia communications,” in Proc. IEEE MoMuC'99, pp. 3-10, 1999.
• [2] S. Haykin, “Cognitive radio: Brain-empowered wireless communications,” IEEE Journal on Selected Areas in Communications, vol. 23, no. 22, pp. 201-220, 2005.
• [3] L. Lai, H. Jiang, and H.V. Poor, “Medium access in cognitive radio networks: A competitive multi-armed bandit frame work,” Proc. of IEEE 42th Asilomar Conference on Signals, System and Computer, pp. 98-102, 2008.
• [4] L. Lai, H.E. Jiang, and H.V. Poor, “Cognitive medium access: Exploration, exploitation, and competition,” IEEE Trans. on mobile Computing, vol. 10, no. 2, pp. 239-253, 2011.
• [5] R. Sutton and A. Barto, Reinforcement Learning: An Introduction. The MIT Press, Cambridge, Massachusetts London, England, 1998.

Terms in the title (3)： 無線LAN ,  腕 ,  スループット