Title :
Random matrix games in wireless networks
Author :
Khan, Muhammad Asad ; Tembine, Hamidou
Author_Institution :
DAI-Labor, Tech. Univ. (TU), Berlin, Germany
Abstract :
In this paper we propose an interactive decision-making framework for wireless networks where the outcome is influenced not only by the decisions of the users but also by a random variable. We examine specially the finite players case which we call random matrix games (RMGs). We present different approaches and solutions concepts in such games as well as distributed strategic learning in which each player adjusts her strategy in response to the recent information and signals. The applicability of the proposed framework is illustrated in user-centric network selection under measurement noise.
Keywords :
game theory; matrix algebra; radio networks; RMG; distributed strategic learning; interactive decision- making framework; measurement noise; random matrix game; random variable; user-centric network selection; wireless networks;
Conference_Titel :
Global High Tech Congress on Electronics (GHTCE), 2012 IEEE
Conference_Location :
Shenzhen
Print_ISBN :
978-1-4673-5086-0
DOI :
10.1109/GHTCE.2012.6490129