AI在无线通信系统中的应用

发布时间:2024-07-25 作者:魏兴光,刘静,陈嘉君,谢鹏翔,冯禹昂 阅读量:

 

摘要:通智融合作为6G的一个重要应用场景,旨在通过人工智能(AI)与6G通信系统的深度结合,实现双向赋能。全面综述了AI在无线通信系统中的应用,介绍了AI在无线通信系统的总体框架,展望了AI在6G无线通信系统中的应用及面临的挑战。认为AI技术将在6G时代与传统算法共存,未来引入统一的AI框架显得尤为重要。

关键词:人工智能;CSI增强;波束管理;定位增强;移动性管理;网络节能;负载均衡

 

Abstract:As an important application scenario for 6G, integrated artificial intelligence (AI) and communication aims to achieve mutual empowerment through the deep integration of AI and 6G communication systems. The applications of AI in wireless communication systems are reviewed. An overview of the general framework of AI in wireless communication systems is provided. The application and challenges of AI in 6G systems are envisioned. It is believed that AI technology will coexist with traditional algorithms in the 6G era, and it is particularly important to introduce a unified AI framework in the future.

Keywords: AI; CSI enhancement; beam management; positioning enhancement; mobility management; network energy saving; load balance

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