Title :
Load balancing in heterogeneous LTE: Range optimization via cell offset and load-coupling characterization
Author :
Siomina, Iana ; Yuan, Di
Author_Institution :
Ericsson Res., Ericsson AB, Gothenburg, Sweden
Abstract :
Heterogeneous networks (HetNets) with a topology of mixed macro-cells and low-power nodes (LPNs) form an important step of capacity enhancement for LTE and LTE-A. In this paper, we present an optimization framework for load balancing in LTE HetNets, by means of cell range assignment using cell-specific offset. For any given offset setting, the resulting cell load is effectively approached via the solution of a system of non-linear equations characterizing the load-coupling relation between cells. We present a computationally efficient bounding scheme to approximate the solution of the non-linear system and provide theoretical insights into the monotonicity and convergence of the scheme. The bounding scheme is embedded into an algorithm based on the principle of design of experiments (DOE) for cell offset optimization. Simulation results demonstrate the effectiveness of the optimization process for LTE load balancing with HetNet elements.
Keywords :
Long Term Evolution; cellular radio; convergence; nonlinear equations; optimisation; resource allocation; DOE; HetNet elements; LPN; LTE-A; bounding scheme; cell offset optimization; cell range assignment; cell-specific offset; convergence scheme; design of experiments; heterogeneous LTE; heterogeneous networks; load balancing; load-coupling characterization; low-power nodes; mixed macrocells; monotonicity scheme; nonlinear equations; range optimization; Algorithm design and analysis; Convergence; Estimation; Interference; Load management; Optimization; Upper bound; Heterogeneous networks; LTE; load balancing; optimization; radio resource management;
Conference_Titel :
Communications (ICC), 2012 IEEE International Conference on
Conference_Location :
Ottawa, ON
Print_ISBN :
978-1-4577-2052-9
Electronic_ISBN :
1550-3607
DOI :
10.1109/ICC.2012.6364075