移动通信2024，Vol.48Issue(8)：8-12,5.DOI:10.3969/j.issn.1006-1010.20240726-0003
6G智能内生无线通信网络:现状、挑战、系统设计和架构
Native Artificial Intelligence in 6G Networks:Methods,Challenges System Design and Architecture
摘要
Abstract
Mobile communication systems have become the infrastructure to support the needs of information transmission in various fields,and the functions of 6G are expected to go beyond simple data transmission.6G native artificial intelligence(Native AI)wireless communication networks have the potential to provide intelligence inclusion,allowing any end user to access artificial intelligence services anytime and anywhere.In the existing distributed artificial intelligence architecture,the terminals executing algorithms are relatively independent and cannot provide native intelligence system functions for the whole wireless communication.To solve this problem,we propose a basic system framework that can provide native intelligence functions for 6G,enabling 6G network to better realize high-performance and secure computing and communication and build an ecological architecture in which agents can cooperate with each other.This paper first briefly introduce the development background and current situation of wireless communication networks,and then the challenges of realizing 6G native intelligence architecture are discussed from the dimensions of data,intelligence and network.Finally,a basic system architecture of 6G intelligent network is proposed,which includes network layer,data layer,intelligence layer and application layer.关键词
6G网络/智能内生/智能无线通信网络/智能包容性/一切皆服务/智能网络架构Key words
6G networks/native artificial intelligence/intelligent wireless networks/intelligence inclusion/everything as a service(XaaS)/intelligent network architecture分类
信息技术与安全科学引用本文复制引用
谢雨良,田雨晴,张朝阳..6G智能内生无线通信网络:现状、挑战、系统设计和架构[J].移动通信,2024,48(8):8-12,5.基金项目
国家自然科学基金资助项目"大规模移动边缘网络智能协同感知-接入-处理理论与方法"(U20A20158) （U20A20158）
国家自然科学基金项目"无线通信容量理论与编码传输技术"(62394292) （62394292）
工业和信息化部项目"面向行业大上行能力的R18基站"(TC220H07E) （TC220H07E）
浙江省重点研发计划项目"工业成像探测与一体化通信系统"(2023C01021) （2023C01021）
