標題: Distributed Channel Selection in Multilink MISO Networks: Stochastic Learning under Time-Varying Channel States
作者: Tseng, Li-Chuan
Chien, Feng-Tsun
Chang, Ronald Y.
電子工程學系及電子研究所
Department of Electronics Engineering and Institute of Electronics
關鍵字: Multilink MISO;Distributed channel selection;Potential game;Stochastic learning
公開日期: 2014
摘要: In this paper, we study the channel selection problem for selfish and altruistic precoding in multilink multiple-input single-output (MISO) networks from a distributed game-theoretic perspective. Our goal is to find for each link a proper channel selection strategy that is robust against time-varying channel states. This motivates the development of stochastic learning that finds Nash equilibrium (NE) of an expected game. The convergence properties of the proposed learning algorithm are theoretically and numerically verified. The proposed algorithm demonstrates good sum-rate performance in the system-level simulation of a multilink MISO network based on the 3GPP-LTE model.
URI: http://hdl.handle.net/11536/135308
ISBN: 978-1-4799-4912-0
ISSN: 2166-9570
期刊: 2014 IEEE 25TH ANNUAL INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR, AND MOBILE RADIO COMMUNICATION (PIMRC)
起始頁: 1036
結束頁: 1040
Appears in Collections:Conferences Paper