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Joint Base Station Activation and Coordinated Downlink Beamforming for HetNets: Efficient Optimal and Suboptimal Algorithms

机译:H et N ets 的联合基站激活和协调下行链路波束成形:有效的最优和次优算法

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In cellular heterogeneous networks (HetNets), a number of distributed base stations cooperatively provide services to multiple mobile users. This paper addresses joint base-station activation and coordinated beamforming design for downlink transmission in HetNets. To this end, a mixed integer program is formulated to optimize the total power consumption of a HetNet. A novel approach based on Benders' decomposition is then put forth to obtain the optimal solution for the problem of interest with guaranteed convergence. Building on our new formulation, a dual-subgradient algorithm is also proposed to find an approximate solution in polynomial time. The proposed approaches can be generalized to more general setups, including robust beamforming designs under channel uncertainty, and coordinated beamforming for multi-cell scenarios.
机译:在蜂窝异构网络(HetNet)中,许多分布式基站共同为多个移动用户提供服务。本文讨论了在HetNets中用于下行链路传输的联合基站激活和协调波束成形设计。为此,制定了混合整数程序以优化HetNet的总功耗。然后,提出了一种基于Benders分解的新颖方法,可以在保证收敛性的情况下针对感兴趣的问题获得最优解。在我们的新公式的基础上,还提出了双次梯度算法,以找到多项式时间的近似解。可以将提出的方法推广到更通用的设置,包括在信道不确定性下的鲁棒波束成形设计,以及针对多小区场景的协调波束成形。

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