Title :
The association problem with misleading partial channel state information
Author :
Altman, Eitan ; Wiecek, Piotr ; Haddad, Majed
Author_Institution :
INRIA Sophia Antipolis, Sophia Antipolis, France
Abstract :
It has been known that the throughput of the 802.11 WLAN is much smaller than the nominal bit rate offered when attempting to connect to an access point. A user may discover the quality of service offered by an access point only after taking the decision of which of the access points to connect to. In fact, the actual throughput of a user is a function of not only his channel state but also of that of the other connected users. This could likely lead to congestion and overload conditions in the Access Point (AP) in question (which offers the best signal strength) and all users would lose. The information available to users attempting to connect to an AP is thus misleading. In this paper, we develop a Nash-Bayesian game framework where users compete to maximize their throughput by picking the best locally serving radio access network (RAN) with respect to their own measurement, their demand and a partial statistical channel state information (CSI) of other users. We derive analytically the utilities perceived by users to obtain the equilibria. In particular, it is shown that equilibria strongly depend on the channel quality indicator.
Keywords :
Bayes methods; game theory; quality of service; radio access networks; wireless LAN; 802.11 WLAN throughput; Nash-Bayesian game framework; access point; association problem; channel quality indicator; misleading partial channel state information; partial statistical channel state information; quality of service; radio access network; Bayesian methods; Game theory; Games; IEEE 802.11 Standards; Mobile communication; Throughput; Wireless networks; 3G LTE; Bayes-Nash equilibrium; WLAN; association problem; channel state information; game theory;
Conference_Titel :
Wireless Communications and Networking Conference (WCNC), 2012 IEEE
Conference_Location :
Shanghai
Print_ISBN :
978-1-4673-0436-8
DOI :
10.1109/WCNC.2012.6214166