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Distributed Energy Efficient Fair User Association in Massive MIMO Enabled HetNets

机译:大规模启用MIMO的HetNet中的分布式节能高效公平用户协会

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Massive multiple-input and multiple-output (MIMO) and heterogeneous networks (HetNets) have been recognized as key enabling technologies for future fifth generation (5G) mobile networks. However, the circuit power consumption of massive MIMO scales with the tremendous number of antennas. As a result, the problem of energy efficient user association in massive MIMO enabled HetNets is of vital importance. We investigate the energy efficient user association problem in massive MIMO enabled HetNets, and formulate the network logarithmic utility maximization problem. Based on the Lagrangian dual analysis, a low complexity distributed user association algorithm is developed for energy efficient fair user association while considering quality of service (QoS) provision for users. Simulation results demonstrate the effectiveness of the proposed algorithm in improving the energy efficiency and user fairness, compared to other user association algorithms.
机译:大规模多输入多输出(MIMO)和异构网络(HetNets)已被公认为是未来第五代(5G)移动网络的关键启用技术。但是,大规模MIMO的电路功耗随天线数量的增加而缩放。结果,大规模启用MIMO的HetNets中的高能效用户关联问题至关重要。我们研究了大规模启用MIMO的HetNets中的节能用户关联问题,并提出了网络对数效用最大化问题。基于拉格朗日对偶分析,开发了一种低复杂度的分布式用户关联算法,以实现节能的公平用户关联,同时考虑为用户提供服务质量(QoS)。与其他用户关联算法相比,仿真结果证明了该算法在提高能源效率和用户公平性方面的有效性。

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