人工智能在移动通信系统优化中的应用和前景
Application And Prospect of Artificial Intelligence In Mobile Communication System Optimization
张汀塽1
作者信息
摘要
为全面提升移动通信系统的效能和用户体验,文章对网络优化中的人工智能(Artificial Intelligence,AI)技术进行了深入研究和应用分析.通过分析网络规划与优化、资源管理与负载均衡、故障诊断与自动修复以及用户体验优化等,探讨AI在提高网络效率和减少运维成本中的作用.未来,AI预计将在自动化运维、智能化网络切片、增强的边缘计算以及深度集成的机器学习模型等方面发挥更大的作用.
Abstract
In order to comprehensively improve the efficiency and user experience of mobile communication system,this paper conducts in-depth research and application analysis of Artificial Intelligence(AI)technology in network optimization.Through the analysis of network planning and optimization,resource management and load balancing,fault diagnosis and automatic repair,and user experience optimization,the role of artificial intelligence in improving network efficiency and reducing operation and maintenance costs is discussed.In the future,AI is expected to play a greater role in automated operation and maintenance,intelligent network slicing,enhanced edge computing,and deeply integrated machine learning models.
关键词
人工智能(AI)/移动通信系统/网络优化/资源管理Key words
Artificial Intelligence(AI)/mobile communication system/network optimization/resource management引用本文复制引用
出版年
2024
NETL
NSTL
万方数据