Title :
Optimizing user association and frequency reuse for heterogeneous network under stochastic model
Author :
Yicheng Lin ; Wei Yu
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Toronto, Toronto, ON, Canada
Abstract :
This paper considers the joint optimization of frequency reuse and base-station (BS) bias for user association in downlink heterogeneous networks for load balancing and intercell interference management. To make the analysis tractable, we assume that BSs are randomly deployed as point processes in multiple tiers, where BSs in each tier have different transmission powers and spatial densities. A utility maximization framework is formulated based on the user coverage rate, which is a function of the different BS biases for user association and different frequency reuse factors across BS tiers. Compared to previous works where the bias levels are heuristically determined and full reuse is adopted, we quantitatively compute the optimal user association bias and obtain the closed-form solution of the optimal frequency reuse. Interestingly, we find that the optimal bias and the optimal reuse factor of each BS tier have an inversely proportional relationship. Further, we also propose an iterative method for optimizing these two factors. In contrast to system-level optimization solutions based on specific channel realization and network topology, our approach is off-line and is useful for deriving deployment insights. Numerical results show that optimizing user association and frequency reuse for multi-tier heterogeneous networks can effectively improve cell-edge user rate performance and utility.
Keywords :
cellular radio; frequency allocation; optimisation; radiofrequency interference; telecommunication network topology; utility theory; wireless channels; BS tier; base-station bias; cell-edge user rate performance improvement; channel realization; downlink heterogeneous networks; frequency reuse optimization; intercell interference management; load balancing; network topology; optimal reuse factor; optimal user association bias; spatial densities; stochastic model; system-level optimization solutions; transmission powers; user association optimization; user coverage rate; utility maximization framework; Error analysis; Integrated circuits; Optimized production technology; Transmitters;
Conference_Titel :
Global Communications Conference (GLOBECOM), 2013 IEEE
Conference_Location :
Atlanta, GA
DOI :
10.1109/GLOCOM.2013.6831376