5G移动通信网络站点规划与区域集群问题

Jing Bai, Yunpeng He, Yun He, An-Yi Mei
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引用次数: 0

摘要

基站的选址和规划关系到通信服务的质量和基站的建设成本,是通信领域普遍关注的热点问题。本文在分析5G移动通信网络现有基站位置的基础上,采用免疫遗传算法和DBSCAN算法对新建基站的类型和位置进行数学建模和分析。合理规划基站位置,实现成本和覆盖条件的优化。对不同弱覆盖区域进行聚类分析,实现不同弱覆盖区域的分区管理,从而更好地解决弱覆盖问题。
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5G Mobile Communication Network Site Planning And Regional Clustering Problems
The location and planning of base stations, which are related to the quality of communication services and the construction cost of base stations, are highlights of widespread concern in the field of communication. Based on the analysis of existing base station locations of the 5G mobile communication network, the article adopts the immune genetic algorithm and DBSCAN algorithm to mathematically model and analyze the types and locations of new base stations. The base station locations are reasonably planned to achieve the optimization of cost and coverage conditions. Clustering analysis of different weak coverage areas is done to realize the partition management of different weak coverage areas, which makes it possible to better solve the weak coverage problem.
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