LTE网络中天线波束倾斜的自优化

R. Razavi
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引用次数: 20

摘要

介绍了一种新的天线下倾自优化技术。提出的解决方案包括两个阶段。在需要快速执行的第一阶段,使用基于黄金分割搜索(GSS)算法的方法来寻找接近最佳的倾斜角度。然后,在下一步中,通过频繁探索近最优区域来微调倾斜角值。此外,该解决方案通过响应邻近细胞的故障而受益于自我修复特性。在这种情况下,采用该算法在故障检测时寻找新的最优点。结果表明,该算法收敛速度快,性能接近最优,平均收敛率为93.8%。整个解决方案是完全分布式的,是3GPP投诉。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Self-Optimisation of Antenna Beam Tilting in LTE Networks
This paper introduces a novel technique for self-optimisation of antenna down-tilting. The proposed solution consists of two phases. During the first phase, which needs to be performed quickly, a method based on the Golden Section Search (GSS) algorithm is used to find a near-optimal tilt angle. Then, in the next step, the tilt angle value is fine-tuned through frequent explorations of the near-optimal region. Additionally, the solution benefits from self-healing properties by responding to the failure of a neighbouring cell. In this case, the algorithm is adapted to find a new optimal point upon failure detection. The result shows fast convergence and close-to-optimum performance (93.8% on average) of the proposed algorithm. The overall solution is fully distributed and is 3GPP complaint.
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