Title :
Unified and Distributed QoS-Driven Cell Association Algorithms in Heterogeneous Networks
Author :
Boostanimehr, Hamidreza ; Bhargava, Vijay K.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of British Columbia, Vancouver, BC, Canada
Abstract :
This paper addresses the cell association problem in the downlink of a multi-tier heterogeneous network (HetNet), where base stations (BSs) have finite number of resource blocks (RBs) available to distribute among their associated users. Two problems are defined and treated in this paper: sum utility of long term rate maximization with long term rate quality of service (QoS) constraints and global outage probability minimization with outage QoS constraints. The first problem is well-suited for slow fading environments, while the second problem provides a framework to deal with environments with fast fading. The defined optimization problems in this paper are solved in two phases: cell association phase followed by the optional RB distribution phase. We show that the cell association phase of both problems have the same structure. Based on this similarity, we propose a unified distributed algorithm with low levels of message passing for the cell association phase. This distributed algorithm is derived by relaxing the association constraints and using Lagrange dual decomposition method. In the RB distribution phase, the remaining RBs after the cell association phase are distributed among the users. Simulation results show that our distributed cell association scheme outperforms schemes that are based on maximum signal to interference plus noise ratio (SINR).
Keywords :
cellular radio; distributed algorithms; fading channels; message passing; optimisation; quality of service; HetNet; Lagrange dual decomposition method; SINR; base stations; distributed QoS-driven cell association algorithms; fast fading environment; global outage probability minimization; long term rate maximization; message passing; multitier heterogeneous network; optional RB distribution phase; outage QoS constraints; quality of service constraints; signal to interference plus noise ratio; slow fading environment; sum utility; unified QoS-driven cell association algorithms; unified distributed algorithm; Distributed algorithms; Fading; Interference; Optimization; Quality of service; Signal to noise ratio; Wireless communication; Heterogeneous cellular networks; cell association; load balancing;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2014.2371465