Base Station Association Game in Multi-Cell Wireless Networks (Special Paper)

We consider a multi-cell wireless network with a large number of users. Each user selfishly chooses the Base Station (BS) that gives it the best throughput (utility), and each BS allocates its resource by some simple scheduling policy. First we consider two cases: (1) BS allocates the same time to its users; (2) BS allocates the same throughput to its users. It turns out that, combined with users' selfish behavior, case (1) results in a single Nash Equilibrium (NE), which achieves system-wide Proportional Fairness. On the other hand, case (2) results in many possible Nash Equilibria, some of which are very inefficient. Next, we extend (1) to the case where the users have general concave utility functions. It is shown that the if each BS performs intra- cell optimization, the total utility of all users is maximized at NE. This suggests that under our model, the task of joining the ";correct"; BS can be left to individual users, leading to a distributed solution.

[1]  J G Wardrop,et al.  CORRESPONDENCE. SOME THEORETICAL ASPECTS OF ROAD TRAFFIC RESEARCH. , 1952 .

[2]  Jean C. Walrand,et al.  Fair end-to-end window-based congestion control , 2000, TNET.

[3]  Abbas Yongaçoglu,et al.  A novel association algorithm for congestion relief in IEEE 802.11 WLANs , 2006, IWCMC '06.

[4]  William H. Sandholm,et al.  Population Games And Evolutionary Dynamics , 2010, Economic learning and social evolution.

[5]  P. Hande,et al.  Distributed Rate Allocation for Inelastic Flows , 2007, IEEE/ACM Transactions on Networking.

[6]  LiLi,et al.  Fairness and load balancing in wireless LANs using association control , 2007 .

[7]  Stephen P. Boyd,et al.  Convex Optimization , 2004, Algorithms and Theory of Computation Handbook.

[8]  Anurag Kumar,et al.  Optimal Association of Stations and APs in an IEEE 802 . 11 WLAN , .

[9]  J. G. Wardrop,et al.  Some Theoretical Aspects of Road Traffic Research , 1952 .

[10]  Ieee Microwave Theory,et al.  IEEE Standard for Local and Metropolitan Area Networks Part 16: Air Interface for Fixed Broadband Wireless Access Systems Draft Amendment: Management Information Base Extensions , 2007 .

[11]  Seung-Jae Han,et al.  Fairness and Load Balancing in Wireless LANs Using Association Control , 2004, IEEE/ACM Transactions on Networking.

[12]  Miguel Berg,et al.  On Selfish Distributed Access Selection Algorithms in IEEE 802.11 Networks , 2006, IEEE Vehicular Technology Conference.

[13]  Frank Kelly,et al.  Rate control for communication networks: shadow prices, proportional fairness and stability , 1998, J. Oper. Res. Soc..

[14]  Eitan Altman,et al.  Multihoming of Users to Access Points in WLANs: A Population Game Perspective , 2007, IEEE Journal on Selected Areas in Communications.