Distributed α-Optimal User Association and Cell Load Balancing in Wireless Networks

被引:196
作者
Kim, Hongseok
de Veciana, Gustavo [1 ]
Yang, Xiangying [2 ]
Venkatachalam, Muthaiah [2 ]
机构
[1] Univ Texas Austin, WNCG, Austin, TX 78712 USA
[2] Intel Corp, Wireless Stand Grp, Hillsboro, OR 97124 USA
关键词
Delay-optimal; flow-level dynamics; load balancing; throughput-optimal; user association; wireless network; FLOW LEVEL; CONGESTION; SERVICE;
D O I
10.1109/TNET.2011.2157937
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we develop a framework for user association in infrastructure-based wireless networks, specifically focused on flow-level cell load balancing under spatially inhomogeneous traffic distributions. Our work encompasses several different user association policies: rate-optimal, throughput-optimal, delay-optimal, and load-equalizing, which we collectively denote alpha-optimal user association. We prove that the optimal load vector rho* that minimizes a generalized system performance function is the fixed point of a certain mapping. Based on this mapping, we propose and analyze an iterative distributed user association policy that adapts to spatial traffic loads and converges to a globally optimal allocation. We then address admission control policies for the case where the system is overloaded. For an appropriate system-level cost function, the optimal admission control policy blocks all flows at cells edges. However, providing a minimum level of connectivity to all spatial locations might be desirable. To this end, a location-dependent random blocking and user association policy are proposed.
引用
收藏
页码:177 / 190
页数:14
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