The 3rd Generation Partnership Project (3GPP), the standards body for mobile networks, is in the final phase of Release 19 standardization and is beginning Release 20. Artificial Intelligence/ Machine Learning (AI/ML) has brought about a paradigm shift in technology and it is being adopted across industries and verticals. 3GPP has been integrating AI/ML into the 5G advanced system since Release 18. This paper focuses on the AI/ML related technological advancements and features introduced in Release 19 within the Service and System Aspects (SA) Technical specifications group of 3GPP. The advancements relate to two paradigms: (i) enhancements that AI/ML brought to the 5G advanced system (AI for network), e.g. resource optimization, and (ii) enhancements that were made to the 5G system to support AI/ML applications (Network for AI), e.g. image recognition.
翻译:移动网络标准制定机构第三代合作伙伴计划(3GPP)正处于第19版标准化的最后阶段,并已开始第20版的制定工作。人工智能/机器学习(AI/ML)引发了技术范式的变革,正被各行业和垂直领域广泛采用。自第18版起,3GPP开始将AI/ML集成至5G Advanced系统中。本文重点阐述3GPP服务与系统架构(SA)技术规范组在第19版中引入的AI/ML相关技术进步与特性。这些进展涉及两大范式:(一)AI/ML为5G Advanced系统带来的增强(面向网络的AI),例如资源优化;(二)为支持AI/ML应用而对5G系统进行的改进(面向AI的网络),例如图像识别。