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Advanced Load Balancing Based on Network Flow Approach in LTE-A Heterogeneous Network

机译:基于LTE-A异构网络的网络流法的高级负载平衡

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摘要

Long-term evolution advanced (LTE-A) systems will offer better service to users by applying advanced physical layer transmission techniques and utilizing wider bandwidth. To further improve service quality, low power nodes are overlaid within a macro network, creating what is referred to as a heterogeneous network. However, load imbalance among cells often decreases the network resource utilization ratio and consequently reduces the user experience level. Load balancing (LB) is an indispensable function in LTE-A self-organized network (SON) to efficiently accommodate the imbalance in traffic. In this paper, we firstly evaluate the negative impact of unbalanced load among cells through Markovian model. Secondly, we formulate LB as an optimization problem which is solved using network flow approach. Furthermore, a novel algorithm named optimal solution-based LB (OSLB) is proposed. The proposed OSLB algorithm is shown to be effective in providing up to 20% gain in load distribution index (LDI) by a system-level simulation.
机译:长期演进Advanced(LTE-A)系统将通过应用高级物理层传输技术和利用更宽的带宽来提供更好的服务。为了进一步提高服务质量,低功率节点在宏网络中覆盖,创建被称为异构网络。然而,电池之间的负载不平衡通常会降低网络资源利用率,因此降低了用户体验级别。负载平衡(LB)是LTE-A自组织网络(儿子)中的不可或缺的功能,以有效地适应流量的不平衡。在本文中,我们首先通过Markovian模型评估了细胞之间不平衡负荷的负面影响。其次,我们将LB标准为使用网络流法解决的优化问题。此外,提出了一种名为基于解决方案的LB(OSLB)的新颖算法。所提出的OSLB算法显示有效地通过系统级仿真提供高达20%的负载分布指数(LDI)增益。

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