田原, 张亚男, 贾磊, et al. Research on the method of 5G Massive MIMO antenna weight optimization based on data mining[J]. 2021, 34(11): 81-86. DOI: 10.13992/j.cnki.tetas.2021.11.015.
This paper proposed a method based on 4G/5G data mining to realize the intelligent optimization of 5G Massive MIMO antenna weight in NSA network. Combined with 4G MDT and 5G MR data
the ideal antenna weight set of the region to be optimized was obtained by clustering and shaping algorithm. The optimal weight combination can be obtained more fast among massive weight factors
and the intelligent automatic iterative optimization of Massive MIMO antenna weight was realized by tuning algorithm based on risk control.