Title :
Distributed
-Optimal User Association and Cell Load Balancing in Wireless Networks
Author :
Kim, Hongseok ; De Veciana, Gustavo ; Yang, Xiangying ; Venkatachalam, Muthaiah
Author_Institution :
Dept. of Electr. Eng., Sogang Univ., Seoul, South Korea
Abstract :
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 α-optimal user association. We prove that the optimal load vector ρ* 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.
Keywords :
4G mobile communication; cellular radio; telecommunication traffic; distributed α-optimal user association; distributed user association policy; flow-level cell load balancing; fourth-generation wireless cellular standards; infrastructure-based wireless networks; optimal admission control policy; spatially inhomogeneous traffic distributions; Admission control; Delay; Interference; Load management; Mobile communication; Servers; Wireless networks; Delay-optimal; flow-level dynamics; load balancing; throughput-optimal; user association; wireless network;
Journal_Title :
Networking, IEEE/ACM Transactions on
DOI :
10.1109/TNET.2011.2157937