Load balancing via joint transmission in heterogeneous LTE: Modeling and computation

Lei You, Lei Lei, D. Yuan
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引用次数: 6

Abstract

As one of the Coordinated Multipoint (CoMP) techniques, Joint Transmission (JT) can improve the overall system performance. In this paper, from the load balancing perspective, we study how the maximum load can be reduced by optimizing JT pattern that characterizes the association between cells and User Equipments (UEs). To give a model of the interference caused by cells with different time-frequency resource usage, we extend a load coupling model, by taking into account JT. In this model, the mutual interference depends on the load of cells coupled in a non-linear system with each other. Under this model, we study a two-cell case and proved that the optimality is achieved in linear time in the number of UEs. After showing the complexity of load balancing in the general network scenario, an iterative algorithm for minimizing the maximum load, named JT-MinMax, is proposed. We evaluate JT-MinMax in a Heterogeneous Network (HetNet), though it is not limited to this type of scenarios. Numerical results demonstrate the significant performance improvement of JT-MinMax on min-max cell load, compared to the conventional non-JT solution where each UE is served by the cell with best received transmit signal.
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基于联合传输的异构LTE负载均衡:建模与计算
作为协调多点(CoMP)技术的一种,联合传输(JT)可以提高系统的整体性能。本文从负载均衡的角度出发,研究了如何通过优化表征单元与用户设备(ue)之间关联的JT模式来降低最大负载。为了给出具有不同时频资源使用的单元所引起的干扰的模型,我们扩展了考虑JT的负载耦合模型。在该模型中,相互干扰取决于在非线性系统中相互耦合的单元的负载。在此模型下,我们研究了一个双单元的情况,并证明了在线性时间内ue的数量是最优的。在分析了一般网络场景下负载均衡的复杂性后,提出了最小化最大负载的迭代算法JT-MinMax。我们在异构网络(HetNet)中评估JT-MinMax,尽管它并不局限于这种类型的场景。数值结果表明,与传统的非jt解决方案相比,在最小最大小区负载下,JT-MinMax方案的性能有显著提高,传统的非jt解决方案中每个终端由接收到最佳发射信号的小区服务。
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