Joint user association and ABS proportion optimization for load balancing in HetNet

Jin Wang, Huilin Jiang, Zhiwen Pan, Nan Liu, Xiaohu You, Tianle Deng
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引用次数: 7

Abstract

In this paper, a user association scheme for load balancing in a downlink Heterogeneous cellular network (HetNet) incorporating almost blank subframe (ABS) for interference management is proposed. The joint user association and ABS optimization problem is formulated as maximizing a Logarithmic utility function. Since the joint optimization problem is non-convex and NP-hard, the block coordinate descent (BCD) method is employed to decouple the joint problem into two sub-problems (user association and ABS allocation) and solved in an iterative manner to obtain a suboptimal solution. Simulation results show the effectiveness of the proposed algorithm.
联合用户关联和ABS比例优化在HetNet中实现负载均衡
本文提出了一种采用几乎空白子帧(ABS)进行干扰管理的下行异构蜂窝网络(HetNet)负载均衡的用户关联方案。将联合用户关联与ABS优化问题表述为对数效用函数的最大化问题。由于联合优化问题是非凸的、np困难的,采用分块坐标下降法(BCD)将联合问题解耦为用户关联和ABS分配两个子问题,并采用迭代的方式求解,得到次优解。仿真结果表明了该算法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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