Mobile user association for heterogeneous networks using optimal transport theory

Hakim Ghazzai, H. Tembine, Mohamed-Slim Alouini
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引用次数: 2

Abstract

This paper investigates the mobile user association problem for heterogeneous networks. More specifically, it applies the optimal transport (OT) concept to determine the cells corresponding to each base station (BS) that minimize the total transmit power consumption of orthogonal frequency-division multiple access (OFDMA) cellular networks. This is performed by respecting the network quality of service and by taking into account the resource limitation per BS (e.g., power budget and number of resource blocks). Starting from given BS locations and user distributions, a fixed point algorithm is employed to find the optimal solution for the formulated problem. Selected numerical results investigate various practical scenarios with different user distributions and show that the cell boundaries obtained using OT solution provide a significant energy saving compared to the classical Voronoi cell boundaries.
基于最优传输理论的异构网络移动用户关联
研究了异构网络中的移动用户关联问题。更具体地说,它应用最佳传输(OT)概念来确定与正交频分多址(OFDMA)蜂窝网络的总发射功耗最小的每个基站(BS)对应的小区。这是通过尊重网络服务质量和考虑每个BS的资源限制(例如,电力预算和资源块数量)来实现的。从给定的基站位置和用户分布出发,采用不动点算法求公式问题的最优解。选定的数值结果研究了不同用户分布的各种实际情况,并表明使用OT解决方案获得的单元边界与经典Voronoi单元边界相比具有显着的节能效果。
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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