5G网络人工智能化的基本框架和关键技术

[摘要] 认为未来的5G蜂窝网络需要满足大量服务和应用的不同需求。随着网络配置复杂性的提高及新型业务的不断涌现，5G网络的标准化进程亟需新的技术支撑。通过对5G网络新特征的分析，将人工智能与5G网络相结合，设计了一种智能化5G网络框架，该框架由环境舱、智能中心及网络策略3部分组成。同时，归纳了当前人工智能技术在业务预测、网络切片、无线资源分配以及资源共享领域的应用，并总结了实现智能化5G网络的机遇和挑战。

[关键词] 5G蜂窝网络；人工智能；新特征；智能化框架

[Abstract] The future 5G cellular network is required to support a large number of services and applications. With the increasing complexity of network configuration and the continuous emergence of new-type services, the standardization process of 5G networks urgently calls for new technical support. Based on the new features of 5G network, an intelligent 5G framework is designed by combining artificial intelligence with 5G network. This framework is composed of three parts: environment capsule, intelligent center and network strategy. Then, the current applications of artificial intelligence technology in traffic forecasting, network slicing, wireless resource allocation and resource sharing are summarizes. Finally, the opportunities and challenges of realizing intelligent 5G networks are summarized.

[Keywords] 5G cellular networks; artificial intelligence; fresh features; intelligent framework