基于人工智能的5G无线网络智能规划和优化研究

Research on Intelligent Planning and Optimization of 5G Wireless Network Based on Artificial Intelligence

在网络用户数持续增长的同时,无线网络通信业务量快速增加,因而针对无线网络的质量要求更为严格。由于传统无线网络管理存在一些问题,限制了无线网络质量的提升,且用户体验感知提升效果不佳,因此需要利用人工智能手段为5G无线网络智能规划与优化提供支持,以提高网络运行与维护的效率,实现网络资源高效利用、网络质量有效提升且节约网络运营费用。基于此,分析了5G无线网络智能规划的数据支持,并提出了基于人工智能的5G无线网络智能规划步骤,为以人工智能为基础的5G无线网络智能优化提供参考。

While the number of network users continues to increase,the traffic volume of wireless network communication increases rapidly,so the quality requirements for wireless networks are more stringent.Due to some problems in traditional wireless network management,the improvement of wireless network quality is limited,and the user experience perception improvement effect is not good.Therefore,it is necessary to use artificial intelligence methods to provide support for intelligent planning and optimization of 5G wireless networks to improve network operation and maintenance.Efficiency,achieve efficient use of network resources,effectively improve network quality and save network operating costs.Based on this,the data support of intelligent planning of 5G wireless network is analyzed,and the intelligent planning steps of 5G wireless network based on artificial intelligence are proposed to provide reference for intelligent optimization of 5G wireless network based on artificial intelligence.