基于人工智能的网络规划与优化策略研究
Research on Network Planning and Optimization Strategies Based on Artificial Intelligence
刘木相1
作者信息
- 1. 中国移动通信集团河北有限公司唐山分公司,河北 唐山 063000
- 折叠
摘要
为提高通信网络的效率和性能,研究基于人工智能的网络规划与优化策略.通过介绍通信网络规划的基础知识,包括网络架构、规划流程和优化策略,结合机器学习和深度学习在网络规划中的角色,以及人工智能在自动化网络优化和智能决策中的应用,分析其对通信网络性能的影响.研究结果表明,人工智能技术在网络规划与优化中具有巨大的潜力,能够实现自动化网络调整和智能资源分配.
Abstract
In order to improve the efficiency and performance of communication network,the network planning and optimization strategy based on artificial intelligence is studied.By introducing the basic knowledge of communication network planning,including network architecture,planning process and optimization strategy,combining the roles of machine learning and deep learning in network planning,and the application of artificial intelligence in automatic network optimization and intelligent decision-making,this paper analyzes its influence on communication network performance.The research results show that artificial intelligence technology has great potential in network planning and optimization,and can realize automatic network adjustment and intelligent resource allocation.
关键词
通信网络/人工智能/网络规划/优化策略/机器学习/深度学习Key words
communication network/artificial intelligence/network planning/optimization strategy/machine learning/deep learning引用本文复制引用
出版年
2024
NETL
NSTL
万方数据